diff --git a/README.md b/README.md
index d2d3539..5e2458f 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,16 @@ Dataset for labelling queries containing tasks in natural language, with a focus
 
 These queries were generated by prompting various commercially available LLMs and were pre-annotated using Gemini-2.5-flash-lite. They were then converted to a label studio supported format and then annotations were manually revised.
 
+## Training
+
+```bash
+uv run mini_lm.py
+```
+
+```bash
+uv run inference.py --top-k
+```
+
 ## Setup
 
 ```bash
diff --git a/dataset_analysis.py b/dataset_analysis.py
index 5069d5b..a33627c 100644
--- a/dataset_analysis.py
+++ b/dataset_analysis.py
@@ -55,7 +55,16 @@ if __name__ == "__main__":
     # number based menu to match file
     for file in annotated_dataset_list:
         print(f"{annotated_dataset_list.index(file)}: {file}")
-    _ = input("Enter the number of the annotated dataset to analyze: ")
-    path = annotated_dataset_list[int(_)]
-    counts = parse_annotated(path)
-    print(json.dumps(counts, indent=2))
+    print("a: all annotated datasets")
+    selection = input("Enter the number of the annotated dataset to analyze: ")
+    if selection.lower() == "a":
+        combined_counts = {label.name: 0 for label in TokenLabel}
+        for dataset_path in annotated_dataset_list:
+            counts = parse_annotated(dataset_path)
+            for label, value in counts.items():
+                combined_counts[label] += value
+        print(json.dumps(combined_counts, indent=2))
+    else:
+        path = annotated_dataset_list[int(selection)]
+        counts = parse_annotated(path)
+        print(json.dumps(counts, indent=2))
diff --git a/dataset_convertor.py b/dataset_convertor.py
new file mode 100644
index 0000000..db8dbad
--- /dev/null
+++ b/dataset_convertor.py
@@ -0,0 +1,90 @@
+import json
+
+
+def parse_json_dataset(path):
+    with open(path, "r") as f:
+        tasks = json.load(f)
+
+    for task in tasks:
+        label_line = ""
+        text_line = ""
+
+        full_text = task["data"]["text"]
+        def append_segment(segment_text, segment_label):
+            label = f"{segment_label} "
+            text = f"{segment_text} "
+            if len(text) > len(label):
+                label_line_part = f"{label + ' ' * (len(text) - len(label))}"
+                text_line_part = text
+            elif len(text) < len(label):
+                text_line_part = f"{text + ' ' * (len(label) - len(text))}"
+                label_line_part = label
+            else:
+                text_line_part = text
+                label_line_part = label
+            return text_line_part, label_line_part
+
+        def append_gap(gap_text):
+            segments = []
+            if not gap_text:
+                return segments
+            start = 0
+            end = len(gap_text)
+            while start < end and gap_text[start].isspace():
+                start += 1
+            while end > start and gap_text[end - 1].isspace():
+                end -= 1
+            leading = gap_text[:start]
+            middle = gap_text[start:end]
+            trailing = gap_text[end:]
+            if leading:
+                text_line_append = leading
+                label_line_append = " " * len(leading)
+                segments.append((text_line_append, label_line_append))
+            if middle:
+                text_part, label_part = append_segment(middle, "0")
+                segments.append((text_part, label_part))
+            if trailing:
+                text_line_append = trailing
+                label_line_append = " " * len(trailing)
+                segments.append((text_line_append, label_line_append))
+            return segments
+
+        results = []
+        annotations = task.get("annotations") or []
+        if annotations:
+            results = annotations[0].get("result", [])
+        results = sorted(results, key=lambda item: item["value"]["start"])
+
+        cursor = 0
+        for annotation in results:
+            start = annotation["value"]["start"]
+            end = annotation["value"]["end"]
+            label = annotation["value"]["labels"][0]
+
+            if cursor < start:
+                gap_text = full_text[cursor:start]
+                for text_part, label_part in append_gap(gap_text):
+                    text_line += text_part
+                    label_line += label_part
+
+            text_segment = full_text[start:end]
+            text_part, label_part = append_segment(text_segment, label)
+            text_line += text_part
+            label_line += label_part
+            cursor = end
+
+        if cursor < len(full_text):
+            gap_text = full_text[cursor:]
+            for text_part, label_part in append_gap(gap_text):
+                text_line += text_part
+                label_line += label_part
+        print(text_line)
+        print(label_line)
+        print("\n")
+
+    return tasks
+
+
+if __name__ == "__main__":
+    parse_json_dataset("./datasets/annotated/ffmpeg_gemini_v1.json")
diff --git a/datasets/annotated/ffmpeg_gemini_v1.json b/datasets/annotated/ffmpeg_gemini_v1.json
index ddc5e8b..413e7da 100644
--- a/datasets/annotated/ffmpeg_gemini_v1.json
+++ b/datasets/annotated/ffmpeg_gemini_v1.json
@@ -1 +1,23228 @@
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+              "text": "into",
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+              "text": "single",
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+              "text": "output",
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+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.070142Z",
+        "updated_at": "2026-04-07T09:12:58.306900Z",
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+        "lead_time": 52.941,
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch together 'intro_sequence.mov' and 'Main_Feature_V2_Final.mp4' into a single output."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061414Z",
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+    "predictions": [],
+    "data": {
+      "text": "From 'interview_recording_01 (Backup).avi', slice out the segment from 00:05:00 to 00:10:00."
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+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061431Z",
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+    "predictions": [],
+    "data": {
+      "text": "Take all videos in the /raw_footage/ folder and stitch them in alphabetical order."
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+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061447Z",
+    "updated_at": "2026-04-07T09:14:42.234799Z",
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+    "predictions": [],
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+            "origin": "manual"
+          },
+          {
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+              "end": 77,
+              "text": "them",
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+            "from_name": "label",
+            "to_name": "text",
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+            "origin": "manual"
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+          {
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+              "end": 80,
+              "text": "at",
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+            "from_name": "label",
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+            "origin": "manual"
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+          {
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+              "start": 81,
+              "end": 98,
+              "text": "the halfway point",
+              "labels": [
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+            },
+            "id": "0UN-3YWC7T",
+            "from_name": "label",
+            "to_name": "text",
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+        ],
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+    "predictions": [],
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+              "end": 92,
+              "text": "is the first step",
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+            "id": "FSS-L3AZL9",
+            "from_name": "label",
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+            "type": "labels",
+            "origin": "manual"
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+    "data": {
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+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061501Z",
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+              "end": 63,
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+    "predictions": [],
+    "data": {
+      "text": "Remove the middle 20 seconds from 'Vlog #42 - My New House.mp4' starting at 02:30."
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+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061516Z",
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+    "allow_skip": true,
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+    "updated_by": 1,
+    "comment_authors": []
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+    "data": {
+      "text": "If a video has a resolution of 3840x2160, split it into four 4K quadrants."
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+    "created_at": "2026-04-07T09:11:15.061531Z",
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+    "id": 275,
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+        "id": 85,
+        "completed_by": 1,
+        "result": [
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+            "value": {
+              "start": 0,
+              "end": 6,
+              "text": "Stitch",
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+            },
+            "id": "LQJ-B21AWD",
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+            "to_name": "text",
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+              "text": "'Part_A.mp4'",
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+              "end": 80,
+              "text": "a crossfade transition",
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+            "id": "TRO-Y2GRDM",
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+            "to_name": "text",
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+        "lead_time": 0.0,
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+      "text": "Stitch 'Part_A.mp4', 'Part_B.mp4', and 'Part_C.mp4' using a crossfade transition."
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+            "type": "labels",
+            "origin": "manual"
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+              "end": 81,
+              "text": "longer than",
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+            },
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+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061577Z",
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+            "id": "VAX-ONLITV",
+            "from_name": "label",
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+            "origin": "manual"
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+              "labels": [
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+          {
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+              "end": 40,
+              "text": "bitrate",
+              "labels": [
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+            "id": "W_VO5GzBUf",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
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+              "end": 46,
+              "text": "under",
+              "labels": [
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+              ]
+            },
+            "id": "bJEEkv7QPY",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 47,
+              "end": 51,
+              "text": "2000",
+              "labels": [
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+            "id": "ttLYhh2B7j",
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+          },
+          {
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+              "start": 51,
+              "end": 55,
+              "text": "kbps",
+              "labels": [
+                "UNIT"
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+            },
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+        "created_at": "2026-04-07T09:11:15.070438Z",
+        "updated_at": "2026-04-07T09:25:56.015584Z",
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+        "lead_time": 48.301,
+        "prediction": {},
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+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Filter for all .mov files with a bitrate under 2000kbps and stitch them into 'low_res_compilation.mov'."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061593Z",
+    "updated_at": "2026-04-07T09:25:56.209007Z",
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+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
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+    "id": 279,
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+        "result": [
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+              "text": "every",
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+            "id": "PJO-EABVSM",
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+              "text": "'security_cam_08-24-2026.mp4'",
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+          {
+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Apply",
+              "labels": [
+                "ACTION"
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+            },
+            "id": "xI3kufrFgR",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
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+            "id": "pQ1hwAdD02",
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+            "type": "labels",
+            "origin": "manual"
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+          {
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+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.070460Z",
+        "updated_at": "2026-04-07T09:27:03.129802Z",
+        "draft_created_at": null,
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+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Apply a split every 30 seconds to the file 'security_cam_08-24-2026.mp4'."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061610Z",
+    "updated_at": "2026-04-07T09:27:03.341846Z",
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+    "data": {
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+              "end": 7,
+              "text": "any",
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+              "end": 85,
+              "text": "silence",
+              "labels": [
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+            "id": "doO6pRLEYM",
+            "from_name": "label",
+            "to_name": "text",
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+        "ground_truth": false,
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "For any video containing 'DRAFT' in the filename, trim the last 10 seconds of silence."
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+    "predictions": [],
+    "data": {
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+                "ORDINAL"
+              ]
+            },
+            "id": "4NL-J3O7FZ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 61,
+              "end": 64,
+              "text": "100",
+              "labels": [
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+            },
+            "id": "W49-5F6X58",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "end": 71,
+              "text": "frames",
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+            },
+            "id": "N9A-23QX9G",
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+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "end": 22,
+              "text": "in",
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+              ]
+            },
+            "id": "XN1Jk3TmNO",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 27,
+              "end": 44,
+              "text": "current directory",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "ThFqDx32oG",
+            "from_name": "label",
+            "to_name": "text",
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+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.070777Z",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "For every .mp4 file in the current directory, trim the first 100 frames."
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+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061817Z",
+    "updated_at": "2026-04-07T14:08:15.504380Z",
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+  {
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+        "result": [
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+            "value": {
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+              "text": "Split",
+              "labels": [
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+            },
+            "id": "BZ1-T0UE5P",
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+            "origin": "manual"
+          },
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+            "id": "QGDWGge4d7",
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+            "to_name": "text",
+            "type": "labels",
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+        "created_at": "2026-04-07T09:11:15.070802Z",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Split 'long_tutorial_v3.mp4' at the 10:00, 20:00, and 30:00 marks."
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+              "end": 56,
+              "text": "5",
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+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
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+            "origin": "manual"
+          },
+          {
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+              "text": "trimmed",
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+            "to_name": "text",
+            "type": "labels",
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+          {
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+              "end": 76,
+              "text": "off",
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+            },
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+            "from_name": "label",
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+        "created_at": "2026-04-07T09:11:15.070826Z",
+        "updated_at": "2026-04-07T14:17:51.680641Z",
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+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "The video 'Mountain_Climb_(Edited).mov' needs the last 5 minutes trimmed off."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061848Z",
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+            "id": "SLM-6AVXZO",
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+              "end": 52,
+              "text": "^scene_[0-9]{3}\\.mp4$",
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+                "PATTERN"
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+              "text": "them",
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+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 82,
+              "text": "sequentially",
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+            "origin": "manual"
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+            "origin": "manual"
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+              "end": 29,
+              "text": "the regex",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Find files matching the regex '^scene_[0-9]{3}\\.mp4$' and stitch them sequentially."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061863Z",
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+    "allow_skip": true,
+    "inner_id": 31,
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+            "from_name": "label",
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+            "type": "labels",
+            "origin": "manual"
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+              "end": 60,
+              "text": "main_content_v4.mp4",
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+            "id": "1Y0-WVNT4P",
+            "from_name": "label",
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+            "origin": "manual"
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+            "origin": "manual"
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+              "end": 88,
+              "text": "social_media_tags.mp4",
+              "labels": [
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+        "was_cancelled": false,
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+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Combine 'logo_animation_fixed.mp4' with 'main_content_v4.mp4' and 'social_media_tags.mp4'."
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+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.061878Z",
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+        "result": [
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+              "text": "Slice",
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+              "text": "podcasting_session_01.mp4",
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+    "predictions": [],
+    "data": {
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+              "text": "greater than",
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+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "If the file size is greater than 5GB, split '4K_Drone_Footage_Raw.mp4' into 2GB chunks."
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+    "meta": {},
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+              "end": 79,
+              "text": "detected motion",
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+            "id": "N6lNNzc_Qb",
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+        "created_at": "2026-04-07T09:11:15.070943Z",
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+    "drafts": [],
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+    "data": {
+      "text": "Trim the video '2026-04-07_Log_Entry.mp4' to start at the first detected motion."
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+    "data": {
+      "text": "For each video in 'project_x', stitch them together if they share the same frame rate."
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+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [
+      {
+        "id": 161,
+        "user": "mail@adityagupta.dev",
+        "created_username": "mail@adityagupta.dev, 1",
+        "created_ago": "1 hour, 28 minutes",
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 3,
+              "text": "For",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "RWN-FZM0RB",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 4,
+              "end": 7,
+              "text": "all",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "WPE-LWA7FA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 8,
+              "end": 14,
+              "text": "videos",
+              "labels": [
+                "OBJECT"
+              ]
+            },
+            "id": "XVY-IQNJEB",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 15,
+              "end": 17,
+              "text": "in",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "NVQ-7J7G03",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 18,
+              "end": 27,
+              "text": "'Archive'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "CKH-WQI40G",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 28,
+              "end": 32,
+              "text": "with",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "8SW-GBM87X",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 35,
+              "end": 38,
+              "text": "4:3",
+              "labels": [
+                "VALUE_TOKEN"
+              ]
+            },
+            "id": "SWH-3W8XMP",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 39,
+              "end": 51,
+              "text": "aspect ratio",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "YUE-U1LZ5S",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 53,
+              "end": 57,
+              "text": "trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "BMA-YT5V2J",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 58,
+              "end": 62,
+              "text": "them",
+              "labels": [
+                "OBJECT"
+              ]
+            },
+            "id": "2ZV-ACNRD4",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 63,
+              "end": 65,
+              "text": "to",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "T28-NSSBHZ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 66,
+              "end": 67,
+              "text": "1",
+              "labels": [
+                "NUMBER"
+              ]
+            },
+            "id": "ORP-JN6NBN",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 68,
+              "end": 74,
+              "text": "minute",
+              "labels": [
+                "UNIT"
+              ]
+            },
+            "id": "J0Y-67N9EE",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "lead_time": 8.265,
+        "was_postponed": false,
+        "import_id": null,
+        "created_at": "2026-04-07T14:50:05.021902Z",
+        "updated_at": "2026-04-07T14:50:05.021916Z",
+        "task": 305,
+        "annotation": 115
+      }
+    ],
+    "predictions": [],
+    "data": {
+      "text": "For all videos in 'Archive' with a 4:3 aspect ratio, trim them to 1 minute."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.062013Z",
+    "updated_at": "2026-04-07T09:11:15.062016Z",
+    "allow_skip": true,
+    "inner_id": 41,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": null,
+    "comment_authors": []
+  },
+  {
+    "id": 306,
+    "annotations": [
+      {
+        "id": 116,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 4,
+              "text": "Trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "8LZ-L5EEXG",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 9,
+              "end": 19,
+              "text": "audio-only",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "5CE-K1MBP2",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 20,
+              "end": 27,
+              "text": "portion",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "P7T-WVJK71",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 28,
+              "end": 32,
+              "text": "from",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "LW3-X6M0G1",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 57,
+              "end": 60,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "IW3-UMD2SH",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 61,
+              "end": 67,
+              "text": "stitch",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "F6D-QCHDA0",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 71,
+              "end": 75,
+              "text": "with",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "Z25-ROHAAJ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 34,
+              "end": 55,
+              "text": "lecture_series_04.m4v",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "Lq-d4Jba-X",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 68,
+              "end": 70,
+              "text": "it",
+              "labels": [
+                "OBJECT"
+              ]
+            },
+            "id": "ytVCcUFYAo",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 77,
+              "end": 90,
+              "text": "slides_04.mp4",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "qvc5j53qxo",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.071111Z",
+        "updated_at": "2026-04-07T14:52:07.189296Z",
+        "draft_created_at": null,
+        "lead_time": 95.115,
+        "prediction": {},
+        "result_count": 10,
+        "unique_id": "88bc0652-b5a7-4233-8918-65a4591ea865",
+        "import_id": 42,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 306,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Trim the audio-only portion from 'lecture_series_04.m4v' and stitch it with 'slides_04.mp4'."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.062029Z",
+    "updated_at": "2026-04-07T14:52:07.385310Z",
+    "allow_skip": true,
+    "inner_id": 42,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 307,
+    "annotations": [
+      {
+        "id": 117,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Using",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "VF0-VOD2UD",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 10,
+              "end": 14,
+              "text": "file",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "6MR-EONYZC",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 52,
+              "end": 57,
+              "text": "every",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "BSN-8VHRJZ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 58,
+              "end": 66,
+              "text": "instance",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "CBI-AJ9OFO",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 67,
+              "end": 72,
+              "text": "where",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "F9U-13ZXRR",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 16,
+              "end": 39,
+              "text": "interview_subject_A.mp4",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "K1WxDyPG85",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 42,
+              "end": 47,
+              "text": "slice",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "iYhCQTnyq1",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 48,
+              "end": 51,
+              "text": "out",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "w5PzQB_wuS",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 77,
+              "end": 95,
+              "text": "speaker says 'um'.",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "kTeEVihqxP",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.071138Z",
+        "updated_at": "2026-04-07T14:54:03.106151Z",
+        "draft_created_at": null,
+        "lead_time": 105.026,
+        "prediction": {},
+        "result_count": 9,
+        "unique_id": "5f864ae8-70b7-45b9-a728-88165c8288eb",
+        "import_id": 43,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 307,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Using the file 'interview_subject_A.mp4', slice out every instance where the speaker says 'um'."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.062044Z",
+    "updated_at": "2026-04-07T14:54:03.305061Z",
+    "allow_skip": true,
+    "inner_id": 43,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 308,
+    "annotations": [
+      {
+        "id": 118,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Split",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "2E9-VLMHAK",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 10,
+              "end": 15,
+              "text": "video",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "SR3-H0YSAG",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 39,
+              "end": 44,
+              "text": "every",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "BYC-WBR9LG",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 45,
+              "end": 48,
+              "text": "500",
+              "labels": [
+                "NUMBER"
+              ]
+            },
+            "id": "WhZiFsgPaF",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 48,
+              "end": 50,
+              "text": "MB",
+              "labels": [
+                "UNIT"
+              ]
+            },
+            "id": "lHLhhL4fxh",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 17,
+              "end": 37,
+              "text": "test_pattern_v12.avi",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "WWqK7Omo10",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.071159Z",
+        "updated_at": "2026-04-07T14:55:12.300505Z",
+        "draft_created_at": null,
+        "lead_time": 60.739000000000004,
+        "prediction": {},
+        "result_count": 6,
+        "unique_id": "f7e89978-63e6-491f-9aba-836f2d3eaf63",
+        "import_id": 44,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 308,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Split the video 'test_pattern_v12.avi' every 500MB."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.062059Z",
+    "updated_at": "2026-04-07T14:55:12.494772Z",
+    "allow_skip": true,
+    "inner_id": 44,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 309,
+    "annotations": [
+      {
+        "id": 119,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 6,
+              "text": "Stitch",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "FUC-AY1RZ8",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 11,
+              "end": 16,
+              "text": "files",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "CZA-35WTBS",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 17,
+              "end": 23,
+              "text": "listed",
+              "labels": [
+                "FILTER_HINT"
+              ]
+            },
+            "id": "7OC-F39E8U",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 24,
+              "end": 26,
+              "text": "in",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "FR3-KVVIV7",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 43,
+              "end": 47,
+              "text": "into",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "FVI-XYRWST",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 50,
+              "end": 58,
+              "text": "seamless",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "CZ3-W6MOZA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 59,
+              "end": 64,
+              "text": "video",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "MKC-301Q4J",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 28,
+              "end": 41,
+              "text": "file_list.txt",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "-buv65YNey",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.071186Z",
+        "updated_at": "2026-04-07T14:56:02.004476Z",
+        "draft_created_at": null,
+        "lead_time": 45.107,
+        "prediction": {},
+        "result_count": 8,
+        "unique_id": "b4ebf728-f749-497c-816a-e38d0b96e88f",
+        "import_id": 45,
+        "last_action": null,
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+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch the files listed in 'file_list.txt' into a seamless video."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.062075Z",
+    "updated_at": "2026-04-07T14:56:02.202800Z",
+    "allow_skip": true,
+    "inner_id": 45,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 310,
+    "annotations": [
+      {
+        "id": 120,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 3,
+              "text": "For",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "1IO-YA0LJQ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 4,
+              "end": 7,
+              "text": "any",
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+            },
+            "id": "F8Y-9D49BI",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 13,
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+            "id": "MQ1-T8R4OE",
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+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "start": 14,
+              "end": 21,
+              "text": "created",
+              "labels": [
+                "TARGET"
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+            },
+            "id": "W6S-4EHMRY",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 22,
+              "end": 28,
+              "text": "before",
+              "labels": [
+                "COMPARATOR"
+              ]
+            },
+            "id": "UXL-YYFG9V",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 29,
+              "end": 33,
+              "text": "2025",
+              "labels": [
+                "DATE"
+              ]
+            },
+            "id": "81O-I0BL1Z",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 35,
+              "end": 39,
+              "text": "trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "X1R-RDHVR2",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 44,
+              "end": 52,
+              "text": "metadata",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "741-8P4P2V",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 53,
+              "end": 56,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "VO6-894XCH",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 57,
+              "end": 63,
+              "text": "splice",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "XHI-C0JRKQ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 66,
+              "end": 69,
+              "text": "new",
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+                "MODIFIER"
+              ]
+            },
+            "id": "57Z-4DZIKD",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 70,
+              "end": 76,
+              "text": "header",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "04Y-E0OBX5",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.071217Z",
+        "updated_at": "2026-04-07T14:57:20.912753Z",
+        "draft_created_at": null,
+        "lead_time": 40.346,
+        "prediction": {},
+        "result_count": 12,
+        "unique_id": "076c5e98-f45e-48da-916d-a31ae300353b",
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+        "updated_by": 1,
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+        "last_created_by": null
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+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "For any video created before 2025, trim the metadata and splice a new header."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.062090Z",
+    "updated_at": "2026-04-07T14:57:21.106337Z",
+    "allow_skip": true,
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+    "updated_by": 1,
+    "comment_authors": []
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+  {
+    "id": 311,
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+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 4,
+              "text": "Take",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "8XT-EZCRCM",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 25,
+              "end": 28,
+              "text": "and",
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+            "id": "ZRH-O1TDLB",
+            "from_name": "label",
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+            "type": "labels",
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+              "end": 50,
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+            "type": "labels",
+            "origin": "manual"
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+          {
+            "value": {
+              "start": 51,
+              "end": 57,
+              "text": "stitch",
+              "labels": [
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+            "id": "HLF-HU3KHF",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 58,
+              "end": 62,
+              "text": "them",
+              "labels": [
+                "OBJECT"
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+            },
+            "id": "WHT-5EG7A0",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 63,
+              "end": 71,
+              "text": "together",
+              "labels": [
+                "RAW_PHRASE"
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+            },
+            "id": "CDH-9154PF",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 6,
+              "end": 23,
+              "text": "my_cool_video.mp4",
+              "labels": [
+                "PATH"
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+            },
+            "id": "2dANNqQP7N",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 30,
+              "end": 45,
+              "text": "another_one.mp4",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "sSvLMnwp56",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.071242Z",
+        "updated_at": "2026-04-07T14:57:55.243639Z",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Take 'my_cool_video.mp4' and 'another_one.mp4' and stitch them together."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.062105Z",
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+    "updated_by": 1,
+    "comment_authors": []
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+    "id": 312,
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+        "result": [
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+            "value": {
+              "start": 4,
+              "end": 8,
+              "text": "file",
+              "labels": [
+                "TARGET"
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+            },
+            "id": "KLI-KJQJC9",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
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+              "end": 48,
+              "text": "should be",
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+              "end": 57,
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+            },
+            "id": "CIY-ZDRN95",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 72,
+              "end": 76,
+              "text": "mark",
+              "labels": [
+                "RAW_PHRASE"
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+            "id": "VM6-BGVL7G",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 10,
+              "end": 37,
+              "text": "Succession.S04E10.1080p.mkv",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "oCXwtmGMmY",
+            "from_name": "label",
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+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 62,
+              "end": 64,
+              "text": "30",
+              "labels": [
+                "NUMBER"
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+            },
+            "id": "MuGQpKj18c",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "end": 71,
+              "text": "minute",
+              "labels": [
+                "UNIT"
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+            },
+            "id": "2B2YS69OB4",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.072657Z",
+        "updated_at": "2026-04-07T14:58:37.138275Z",
+        "draft_created_at": null,
+        "lead_time": 35.644,
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "The file 'Succession.S04E10.1080p.mkv' should be split at the 30-minute mark."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.062120Z",
+    "updated_at": "2026-04-07T14:58:37.330897Z",
+    "allow_skip": true,
+    "inner_id": 48,
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+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 313,
+    "annotations": [
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+        "id": 123,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 4,
+              "text": "Trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "URP-C4GDBJ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
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+              "end": 14,
+              "text": "start",
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+                "RAW_PHRASE"
+              ]
+            },
+            "id": "C2W-M92NU4",
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+            "type": "labels",
+            "origin": "manual"
+          },
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+              "end": 17,
+              "text": "of",
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+            },
+            "id": "2AD-376J1J",
+            "from_name": "label",
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+          },
+          {
+            "value": {
+              "start": 45,
+              "end": 47,
+              "text": "by",
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+            },
+            "id": "HQU-APM3V0",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 48,
+              "end": 50,
+              "text": "12",
+              "labels": [
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+            },
+            "id": "7AE-T3R4QM",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "text": "seconds",
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+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "start": 19,
+              "end": 43,
+              "text": "morning_routine_vlog.mp4",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "9MJfOaurau",
+            "from_name": "label",
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+            "type": "labels",
+            "origin": "manual"
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+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.072706Z",
+        "updated_at": "2026-04-07T14:59:13.800676Z",
+        "draft_created_at": null,
+        "lead_time": 33.706,
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+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Trim the start of 'morning_routine_vlog.mp4' by 12 seconds."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.062135Z",
+    "updated_at": "2026-04-07T14:59:13.992147Z",
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+        "result": [
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+            "type": "labels",
+            "origin": "manual"
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+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.072850Z",
+        "updated_at": "2026-04-07T15:02:47.445103Z",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "From 'Cinematic_Shot_[001].mov', remove the first 2 seconds of camera shake."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064700Z",
+    "updated_at": "2026-04-07T15:02:47.640092Z",
+    "allow_skip": true,
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+    "updated_by": 1,
+    "comment_authors": []
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+  {
+    "id": 319,
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+        "completed_by": 1,
+        "result": [
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+              "start": 0,
+              "end": 6,
+              "text": "Stitch",
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+            "id": "XWB-RJQS2M",
+            "from_name": "label",
+            "to_name": "text",
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+              "end": 36,
+              "text": "Top_10_Countdown_Part_10.mp4",
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+            "id": "JWG-LIQ3CA",
+            "from_name": "label",
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+          {
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+              "end": 45,
+              "text": "through",
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+            "id": "O2L-DMY2XG",
+            "from_name": "label",
+            "to_name": "text",
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+            "origin": "manual"
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+              "end": 74,
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+            "id": "XX3-ONL88S",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
+            "value": {
+              "start": 76,
+              "end": 78,
+              "text": "in",
+              "labels": [
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+            "id": "JX3-22J1OI",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 79,
+              "end": 92,
+              "text": "reverse order",
+              "labels": [
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+            },
+            "id": "4Wj0-umeTc",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.072877Z",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch 'Top_10_Countdown_Part_10.mp4' through 'Top_10_Countdown_Part_1.mp4' in reverse order."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064719Z",
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+        "completed_by": 1,
+        "result": [
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+              "start": 0,
+              "end": 4,
+              "text": "Trim",
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+            },
+            "id": "DY3-4DS6UX",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+              "end": 31,
+              "text": "'cooking_tutorial_raw.mp4'",
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+            "id": "PZI-C7RT03",
+            "from_name": "label",
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+            "origin": "manual"
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+          {
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+              "end": 40,
+              "text": "based on",
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+              "end": 54,
+              "text": "bookmarks",
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+            "id": "M2N-FLGHGI",
+            "from_name": "label",
+            "to_name": "text",
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+              "end": 66,
+              "text": "file",
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+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 67,
+              "end": 75,
+              "text": "metadata",
+              "labels": [
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+            },
+            "id": "UK9-96DVNG",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
+            "value": {
+              "start": 55,
+              "end": 57,
+              "text": "in",
+              "labels": [
+                "PREPOSITION"
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+            },
+            "id": "pE-N460bES",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 67,
+              "end": 75,
+              "text": "metadata",
+              "labels": [
+                "TARGET"
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+            },
+            "id": "zfFF2VXYnP",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.072903Z",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Trim 'cooking_tutorial_raw.mp4' based on the bookmarks in the file metadata."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064736Z",
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+    "updated_by": 1,
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+              "text": "For",
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+            "id": "UU5-FFAA8L",
+            "from_name": "label",
+            "to_name": "text",
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+              "text": "all",
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+            "id": "SCC-NX6GE7",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 13,
+              "text": "files",
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+            },
+            "id": "HKZ-ZJXP6W",
+            "from_name": "label",
+            "to_name": "text",
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+            "origin": "manual"
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+              "end": 22,
+              "text": "matching",
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+            "id": "P1F-NVPTMK",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+              "end": 37,
+              "text": "'*_backup.mp4'",
+              "labels": [
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+            "id": "OCU-ADK4W8",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 39,
+              "end": 44,
+              "text": "split",
+              "labels": [
+                "ACTION"
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+            },
+            "id": "SL3-LHBC7N",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 45,
+              "end": 49,
+              "text": "them",
+              "labels": [
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+            },
+            "id": "6CN-TO1Y6L",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "start": 53,
+              "end": 57,
+              "text": "half",
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+            },
+            "id": "Y9H-8PSAJM",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+              "text": "and",
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+            "to_name": "text",
+            "type": "labels",
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+          },
+          {
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+              "end": 68,
+              "text": "delete",
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+            "from_name": "label",
+            "to_name": "text",
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+            "origin": "manual"
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+              "end": 79,
+              "text": "second",
+              "labels": [
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+            "id": "WDO-DJ39NN",
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+            "to_name": "text",
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+            "origin": "manual"
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+              "text": "half",
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+            "id": "90Q-O95I9B",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
+            "value": {
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+              "end": 52,
+              "text": "in",
+              "labels": [
+                "PREPOSITION"
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+            },
+            "id": "GU-vYYrdBL",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 50,
+              "end": 52,
+              "text": "in",
+              "labels": [
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+            },
+            "id": "Tmu0Wdaw-k",
+            "from_name": "label",
+            "to_name": "text",
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+            "origin": "manual"
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+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.072935Z",
+        "updated_at": "2026-04-07T15:04:55.936628Z",
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+        "lead_time": 46.877,
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "For all files matching '*_backup.mp4', split them in half and delete the second half."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064754Z",
+    "updated_at": "2026-04-07T15:04:56.141816Z",
+    "allow_skip": true,
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+        "completed_by": 1,
+        "result": [
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+              "start": 0,
+              "end": 6,
+              "text": "Splice",
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+            "id": "7GO-QC6851",
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+            "id": "DHI-IIG1WA",
+            "from_name": "label",
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+            "type": "labels",
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+              "text": "corner",
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+              "text": "'product_render.mp4'",
+              "labels": [
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+            "id": "JFA-RQQIXM",
+            "from_name": "label",
+            "to_name": "text",
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+              "end": 83,
+              "text": "entire",
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+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.072962Z",
+        "updated_at": "2026-04-07T15:05:30.075338Z",
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+        "lead_time": 23.703,
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+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Splice 'watermark_fixed.png' into the corner of 'product_render.mp4' for its entire duration."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064771Z",
+    "updated_at": "2026-04-07T15:05:30.272572Z",
+    "allow_skip": true,
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+    "comment_authors": []
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+  {
+    "id": 323,
+    "annotations": [
+      {
+        "id": 133,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 4,
+              "text": "With",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "A7A-24WP3X",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 5,
+              "end": 30,
+              "text": "'Breaking_Bad_S05E16.mkv'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "4JA-17Q5S1",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 32,
+              "end": 36,
+              "text": "trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "RAK-GC5YFX",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 41,
+              "end": 56,
+              "text": "'previously on'",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "P0D-AMC21J",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 57,
+              "end": 64,
+              "text": "segment",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "G5W-4V8UNI",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.072984Z",
+        "updated_at": "2026-04-07T15:05:50.519478Z",
+        "draft_created_at": null,
+        "lead_time": 15.46,
+        "prediction": {},
+        "result_count": 5,
+        "unique_id": "44985e1b-cef1-4860-ac71-74e1629b5b75",
+        "import_id": 59,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 323,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "With 'Breaking_Bad_S05E16.mkv', trim the 'previously on' segment."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064789Z",
+    "updated_at": "2026-04-07T15:05:50.709799Z",
+    "allow_skip": true,
+    "inner_id": 59,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 324,
+    "annotations": [
+      {
+        "id": 134,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Split",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "HJI-A5U1SR",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 10,
+              "end": 14,
+              "text": "file",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "A19-BLNLCF",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 15,
+              "end": 41,
+              "text": "'ambience_loop_forest.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "0J8-B35YUR",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 42,
+              "end": 49,
+              "text": "exactly",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "ZXL-7QQ5SI",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 50,
+              "end": 52,
+              "text": "at",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "YKU-F0P3C5",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 57,
+              "end": 62,
+              "text": "point",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "N3M-UUM3H9",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 63,
+              "end": 68,
+              "text": "where",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "NTP-MYEL3G",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 72,
+              "end": 85,
+              "text": " loop repeats",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "dfdIZqU3pM",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073013Z",
+        "updated_at": "2026-04-07T15:06:28.682233Z",
+        "draft_created_at": null,
+        "lead_time": 35.126,
+        "prediction": {},
+        "result_count": 8,
+        "unique_id": "e0693e89-e796-488d-bb87-ef5be166389d",
+        "import_id": 60,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 324,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Split the file 'ambience_loop_forest.mp4' exactly at the point where the loop repeats."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064806Z",
+    "updated_at": "2026-04-07T15:06:28.874743Z",
+    "allow_skip": true,
+    "inner_id": 60,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 325,
+    "annotations": [
+      {
+        "id": 135,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 6,
+              "text": "Stitch",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "YQS-8AUOJR",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 7,
+              "end": 27,
+              "text": "'phone_video_01.mp4'",
+              "labels": [
+                "OBJECT"
+              ]
+            },
+            "id": "6RN-DG5ADX",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 28,
+              "end": 31,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "CFE-GFNPNS",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 32,
+              "end": 52,
+              "text": "'phone_video_02.mp4'",
+              "labels": [
+                "OBJECT"
+              ]
+            },
+            "id": "76H-G1GXEV",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 53,
+              "end": 58,
+              "text": "after",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "HDW-5XV0O7",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 59,
+              "end": 67,
+              "text": "rotating",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "GBH-RBH4P6",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 72,
+              "end": 78,
+              "text": "second",
+              "labels": [
+                "ORDINAL"
+              ]
+            },
+            "id": "LIP-8KXX8X",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 79,
+              "end": 82,
+              "text": "one",
+              "labels": [
+                "OBJECT"
+              ]
+            },
+            "id": "N5tfQSdO8t",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073037Z",
+        "updated_at": "2026-04-07T15:07:01.902748Z",
+        "draft_created_at": null,
+        "lead_time": 29.11,
+        "prediction": {},
+        "result_count": 8,
+        "unique_id": "ccbcc2fc-ba92-429c-8fab-201f7933338d",
+        "import_id": 61,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 325,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch 'phone_video_01.mp4' and 'phone_video_02.mp4' after rotating the second one."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064823Z",
+    "updated_at": "2026-04-07T15:07:02.092155Z",
+    "allow_skip": true,
+    "inner_id": 61,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 326,
+    "annotations": [
+      {
+        "id": 136,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 3,
+              "text": "For",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "LPO-HLSJCC",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 4,
+              "end": 9,
+              "text": "every",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "1PN-C1CV5Y",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 10,
+              "end": 15,
+              "text": "video",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "2ST-K7LSKL",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 16,
+              "end": 18,
+              "text": "in",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "NJE-76YUJB",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 19,
+              "end": 37,
+              "text": "'Dailies/Scene_5/'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "D11-X8R7CS",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 39,
+              "end": 43,
+              "text": "trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "GLV-JD3QLV",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 48,
+              "end": 60,
+              "text": "clapperboard",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "VI3-QVGSKN",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 61,
+              "end": 63,
+              "text": "at",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "14L-MBNHEI",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 68,
+              "end": 73,
+              "text": "start",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "J3D-1EWSKQ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073064Z",
+        "updated_at": "2026-04-07T15:07:34.715298Z",
+        "draft_created_at": null,
+        "lead_time": 27.217,
+        "prediction": {},
+        "result_count": 9,
+        "unique_id": "a0564c1e-6c53-4b84-8944-83fe81e2d454",
+        "import_id": 62,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 326,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "For every video in 'Dailies/Scene_5/', trim the clapperboard at the start."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064839Z",
+    "updated_at": "2026-04-07T15:07:34.908530Z",
+    "allow_skip": true,
+    "inner_id": 62,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 327,
+    "annotations": [
+      {
+        "id": 137,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 2,
+              "text": "In",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "IJ2-FU07C1",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 3,
+              "end": 22,
+              "text": "'webinar_recap.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "5HT-J9MOA2",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 24,
+              "end": 29,
+              "text": "slice",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "KEP-3OT0IV",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 30,
+              "end": 33,
+              "text": "out",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "7FT-ZZX5SK",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 38,
+              "end": 49,
+              "text": "Q&A session",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "IQZ-RB5K27",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 50,
+              "end": 54,
+              "text": "from",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "O0G-HTARLA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 55,
+              "end": 60,
+              "text": "45:00",
+              "labels": [
+                "TIMESTAMP"
+              ]
+            },
+            "id": "5BP-E5HL77",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 61,
+              "end": 63,
+              "text": "to",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "DLX-S6XL5P",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 68,
+              "end": 71,
+              "text": "end",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "IRK-MTQBAF",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073089Z",
+        "updated_at": "2026-04-07T15:08:21.012895Z",
+        "draft_created_at": null,
+        "lead_time": 43.795,
+        "prediction": {},
+        "result_count": 9,
+        "unique_id": "1a4f4f9d-7b5a-42c6-b283-b8869934ae70",
+        "import_id": 63,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 327,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "In 'webinar_recap.mp4', slice out the Q&A session from 45:00 to the end."
+    },
+    "meta": {},
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+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "For each .mkv file in the 'Movies' folder, trim the first 30 seconds of credits."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064934Z",
+    "updated_at": "2026-04-07T15:12:20.203580Z",
+    "allow_skip": true,
+    "inner_id": 68,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 333,
+    "annotations": [
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+        "id": 143,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Using",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "6EH-S9US4T",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 10,
+              "end": 17,
+              "text": "pattern",
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+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "start": 18,
+              "end": 35,
+              "text": "'shot_v[0-9].mp4'",
+              "labels": [
+                "PATTERN"
+              ]
+            },
+            "id": "8JY-7LKWVX",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 37,
+              "end": 43,
+              "text": "stitch",
+              "labels": [
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+              ]
+            },
+            "id": "82E-VAAWZX",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 48,
+              "end": 55,
+              "text": "highest",
+              "labels": [
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+              ]
+            },
+            "id": "YUG-O6OUSC",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 56,
+              "end": 71,
+              "text": "version numbers",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "H9av9ID9fD",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 72,
+              "end": 80,
+              "text": "together",
+              "labels": [
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+            },
+            "id": "Ie9SQ3Gn52",
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+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073248Z",
+        "updated_at": "2026-04-07T15:13:14.082505Z",
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+        "lead_time": 51.323,
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+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Using the pattern 'shot_v[0-9].mp4', stitch the highest version numbers together."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064950Z",
+    "updated_at": "2026-04-07T15:13:14.276365Z",
+    "allow_skip": true,
+    "inner_id": 69,
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+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 334,
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+        "completed_by": 1,
+        "result": [
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+            "value": {
+              "start": 0,
+              "end": 4,
+              "text": "From",
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+            },
+            "id": "YE7-7N9XTA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 6,
+              "end": 30,
+              "text": "stock_footage_clouds.mov",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "C2W-GDECRK",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 33,
+              "end": 37,
+              "text": "trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "56C-HI9OAO",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 42,
+              "end": 50,
+              "text": "sections",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "XXU-U82ABD",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 51,
+              "end": 56,
+              "text": "where",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "GAD-HQGDGK",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 61,
+              "end": 76,
+              "text": "sun is obscured",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "LKemZDyTjf",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073275Z",
+        "updated_at": "2026-04-07T16:11:07.476457Z",
+        "draft_created_at": null,
+        "lead_time": 46.730000000000004,
+        "prediction": {},
+        "result_count": 6,
+        "unique_id": "39c7069d-516b-457b-bede-82d70879b848",
+        "import_id": 70,
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+        "task": 334,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
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+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "From 'stock_footage_clouds.mov', trim the sections where the sun is obscured."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064967Z",
+    "updated_at": "2026-04-07T16:11:07.681702Z",
+    "allow_skip": true,
+    "inner_id": 70,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 335,
+    "annotations": [
+      {
+        "id": 145,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Split",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "TI7-FMPMF7",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 6,
+              "end": 31,
+              "text": "'unboxing_video_long.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "2PB-AORE29",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "start": 32,
+              "end": 34,
+              "text": "at",
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+            },
+            "id": "LM9-962AQT",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 35,
+              "end": 40,
+              "text": "every",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "U58-8RIY12",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 41,
+              "end": 53,
+              "text": "scene change",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "WAR-87RXX2",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 63,
+              "end": 67,
+              "text": "with",
+              "labels": [
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+              ]
+            },
+            "id": "9X7-H1NZMJ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 68,
+              "end": 71,
+              "text": "0.4",
+              "labels": [
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+            },
+            "id": "PQV-S59GY8",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 72,
+              "end": 81,
+              "text": "threshold",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "KAI-6QZ827",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073302Z",
+        "updated_at": "2026-04-07T15:14:21.451471Z",
+        "draft_created_at": null,
+        "lead_time": 19.656,
+        "prediction": {},
+        "result_count": 8,
+        "unique_id": "0fdbe607-ae99-4394-a2d9-9ad34f79d533",
+        "import_id": 71,
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+        "updated_by": 1,
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+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Split 'unboxing_video_long.mp4' at every scene change detected with 0.4 threshold."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064983Z",
+    "updated_at": "2026-04-07T15:14:21.643492Z",
+    "allow_skip": true,
+    "inner_id": 71,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 336,
+    "annotations": [
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+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 6,
+              "text": "Stitch",
+              "labels": [
+                "ACTION"
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+            },
+            "id": "G0P-CSQ6RP",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 7,
+              "end": 28,
+              "text": "'audio_narration.mp3'",
+              "labels": [
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+            "id": "G80-T1BO6E",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 29,
+              "end": 33,
+              "text": "onto",
+              "labels": [
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+            "id": "FVN-823LMV",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 34,
+              "end": 59,
+              "text": "'silent_presentation.mp4'",
+              "labels": [
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+            },
+            "id": "7K6-XF0N7V",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 60,
+              "end": 63,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
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+            },
+            "id": "EHA-D1KIXO",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 64,
+              "end": 68,
+              "text": "trim",
+              "labels": [
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+            },
+            "id": "DAF-6C8C6B",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 76,
+              "end": 83,
+              "text": "shorter",
+              "labels": [
+                "COMPARATOR"
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+            },
+            "id": "DFB-5BDXFS",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 84,
+              "end": 90,
+              "text": "length",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "BUH-9T407M",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 69,
+              "end": 71,
+              "text": "to",
+              "labels": [
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+              ]
+            },
+            "id": "G-hAxrEMCY",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 76,
+              "end": 83,
+              "text": "shorter",
+              "labels": [
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+            },
+            "id": "hCpngubGKE",
+            "from_name": "label",
+            "to_name": "text",
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+            "origin": "manual"
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+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073328Z",
+        "updated_at": "2026-04-07T15:15:53.611200Z",
+        "draft_created_at": null,
+        "lead_time": 83.633,
+        "prediction": {},
+        "result_count": 10,
+        "unique_id": "ac328038-5f7b-41b3-bb36-95bb46228c22",
+        "import_id": 72,
+        "last_action": null,
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+        "task": 336,
+        "project": 13,
+        "updated_by": 1,
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+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch 'audio_narration.mp3' onto 'silent_presentation.mp4' and trim to the shorter length."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.064999Z",
+    "updated_at": "2026-04-07T15:15:53.812979Z",
+    "allow_skip": true,
+    "inner_id": 72,
+    "total_annotations": 1,
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+    "total_predictions": 0,
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+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
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+    "id": 337,
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+        "result": [
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+            "value": {
+              "start": 0,
+              "end": 3,
+              "text": "For",
+              "labels": [
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+            },
+            "id": "QOB-OUOQTP",
+            "from_name": "label",
+            "to_name": "text",
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+            "origin": "manual"
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+              "text": "any",
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+            "type": "labels",
+            "origin": "manual"
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+              "text": "with",
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+            "from_name": "label",
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+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 19,
+              "end": 29,
+              "text": "'vertical'",
+              "labels": [
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+            },
+            "id": "3CT-IMUW2N",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "text": "in",
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+              "text": "name",
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+              "end": 47,
+              "text": "trim",
+              "labels": [
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+            "id": "A6Q-HCT3Y2",
+            "from_name": "label",
+            "to_name": "text",
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+            "origin": "manual"
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+          {
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+              "text": "top",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "DVQ-1VQJH1",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 56,
+              "end": 59,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "Z5L-AKW2GE",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 60,
+              "end": 66,
+              "text": "bottom",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "B9X-HVG7TN",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 78,
+              "end": 82,
+              "text": "16:9",
+              "labels": [
+                "VALUE_TOKEN"
+              ]
+            },
+            "id": "OQG-5E367Q",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 67,
+              "end": 69,
+              "text": "to",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "VzPJXZFYeR",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 67,
+              "end": 69,
+              "text": "to",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "UObdfjFAaq",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 75,
+              "end": 77,
+              "text": "it",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "kOiM3ae9H9",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073362Z",
+        "updated_at": "2026-04-07T15:18:53.990778Z",
+        "draft_created_at": null,
+        "lead_time": 72.879,
+        "prediction": {},
+        "result_count": 15,
+        "unique_id": "a6c13de5-ff5e-46c9-83bb-3940e0f91dde",
+        "import_id": 73,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 337,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "For any video with 'vertical' in the name, trim the top and bottom to make it 16:9."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065016Z",
+    "updated_at": "2026-04-07T15:18:54.194059Z",
+    "allow_skip": true,
+    "inner_id": 73,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 338,
+    "annotations": [
+      {
+        "id": 148,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Slice",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "7W6-DCJSQJ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 6,
+              "end": 32,
+              "text": "'long_running_process.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "G4H-8ZM7TR",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 33,
+              "end": 35,
+              "text": "to",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "2A3-2GHNEB",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 36,
+              "end": 40,
+              "text": "only",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "7YD-NXRHKX",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 41,
+              "end": 48,
+              "text": "include",
+              "labels": [
+                "FILTER_HINT"
+              ]
+            },
+            "id": "RQI-CWQ57K",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 53,
+              "end": 58,
+              "text": "first",
+              "labels": [
+                "ORDINAL"
+              ]
+            },
+            "id": "YBD-8LSCUX",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 59,
+              "end": 62,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "7OY-TXVVRK",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 63,
+              "end": 67,
+              "text": "last",
+              "labels": [
+                "ORDINAL"
+              ]
+            },
+            "id": "TMK-6GSVPC",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 68,
+              "end": 69,
+              "text": "5",
+              "labels": [
+                "NUMBER"
+              ]
+            },
+            "id": "4YP-XL27WS",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 70,
+              "end": 77,
+              "text": "minutes",
+              "labels": [
+                "UNIT"
+              ]
+            },
+            "id": "S96-EW1996",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073387Z",
+        "updated_at": "2026-04-07T15:18:02.652975Z",
+        "draft_created_at": null,
+        "lead_time": 45.704,
+        "prediction": {},
+        "result_count": 10,
+        "unique_id": "1e054f6b-e58d-49be-92dc-51494ab8ea5a",
+        "import_id": 74,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 338,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Slice 'long_running_process.mp4' to only include the first and last 5 minutes."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065032Z",
+    "updated_at": "2026-04-07T15:18:02.852784Z",
+    "allow_skip": true,
+    "inner_id": 74,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 339,
+    "annotations": [
+      {
+        "id": 149,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 2,
+              "text": "If",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "9AF-X2KKJQ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 7,
+              "end": 12,
+              "text": "video",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "B94-6895QG",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 13,
+              "end": 33,
+              "text": "'test_render_01.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "VC9-9PLL18",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 34,
+              "end": 37,
+              "text": "has",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "2FR-W3ZDNA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 38,
+              "end": 40,
+              "text": "no",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "IBM-KBEZQR",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 54,
+              "end": 60,
+              "text": "splice",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "OFQ-1NPXFK",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 61,
+              "end": 63,
+              "text": "in",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "V3I-MV9N15",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 64,
+              "end": 81,
+              "text": "'white_noise.wav'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "HGS-SEJ9K3",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 41,
+              "end": 46,
+              "text": "audio",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "K9sjhxpz71",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 47,
+              "end": 52,
+              "text": "track",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "MnT4y6Y5t4",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 54,
+              "end": 60,
+              "text": "splice",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "FRissrNzJB",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073415Z",
+        "updated_at": "2026-04-07T15:18:38.810587Z",
+        "draft_created_at": null,
+        "lead_time": 32.724,
+        "prediction": {},
+        "result_count": 11,
+        "unique_id": "761ab89c-5150-4d75-907d-1129a5778c2e",
+        "import_id": 75,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 339,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "If the video 'test_render_01.mp4' has no audio track, splice in 'white_noise.wav'."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065047Z",
+    "updated_at": "2026-04-07T15:18:39.005859Z",
+    "allow_skip": true,
+    "inner_id": 75,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 340,
+    "annotations": [
+      {
+        "id": 150,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 4,
+              "text": "Trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "2P1-A2EPER",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 9,
+              "end": 14,
+              "text": "intro",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "L13-ITEPAI",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 15,
+              "end": 18,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "7J9-X25840",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 19,
+              "end": 24,
+              "text": "outro",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "OFK-S4BHLR",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 25,
+              "end": 27,
+              "text": "of",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "39I-X5M6IZ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 28,
+              "end": 31,
+              "text": "all",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "4Q8-NF4U09",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 32,
+              "end": 38,
+              "text": "videos",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "WMA-WFRIQD",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 46,
+              "end": 72,
+              "text": "'Course_Modules' subfolder",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "OLD-UWQBEA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 39,
+              "end": 41,
+              "text": "in",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "9F-_xBI-pg",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073444Z",
+        "updated_at": "2026-04-07T15:19:49.071282Z",
+        "draft_created_at": null,
+        "lead_time": 40.542,
+        "prediction": {},
+        "result_count": 9,
+        "unique_id": "49fc2a61-8fc7-4360-8d30-7b2c1480bb93",
+        "import_id": 76,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 340,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Trim the intro and outro of all videos in the 'Course_Modules' subfolder."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065062Z",
+    "updated_at": "2026-04-07T15:19:49.274420Z",
+    "allow_skip": true,
+    "inner_id": 76,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 341,
+    "annotations": [
+      {
+        "id": 151,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Split",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "9QA-MOSZB6",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 6,
+              "end": 34,
+              "text": "'4k_landscape_timelapse.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "80Z-EJ99J2",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 35,
+              "end": 39,
+              "text": "into",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "IPJ-BJXUQX",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 40,
+              "end": 43,
+              "text": "250",
+              "labels": [
+                "NUMBER"
+              ]
+            },
+            "id": "A5T-3GU9VJ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 44,
+              "end": 54,
+              "text": "individual",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "5TT-WG7VIZ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 55,
+              "end": 60,
+              "text": "image",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "WXlAAgczBt",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "end": 67,
+              "text": "frames",
+              "labels": [
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+            },
+            "id": "-Ezufjj7Af",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073469Z",
+        "updated_at": "2026-04-07T15:20:11.304339Z",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Split '4k_landscape_timelapse.mp4' into 250 individual image frames."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065077Z",
+    "updated_at": "2026-04-07T15:20:11.497949Z",
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+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
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+    "id": 342,
+    "annotations": [
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+        "completed_by": 1,
+        "result": [
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+            "value": {
+              "start": 0,
+              "end": 6,
+              "text": "Stitch",
+              "labels": [
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+            },
+            "id": "9DE-8WKPGA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+              "end": 29,
+              "text": "'wedding_ceremony.mp4'",
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+            "origin": "manual"
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+              "end": 57,
+              "text": "'wedding_reception.mp4'",
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+            "from_name": "label",
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+              "end": 62,
+              "text": "with",
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+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 74,
+              "end": 78,
+              "text": "fade",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "7TY-CPJRTS",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+              "end": 66,
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+            "to_name": "text",
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+            "origin": "manual"
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+              "end": 73,
+              "text": "second",
+              "labels": [
+                "UNIT"
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+            },
+            "id": "rBJl9cFHBI",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073504Z",
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+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch 'wedding_ceremony.mp4' and 'wedding_reception.mp4' with a 5-second fade."
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+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065093Z",
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+    "allow_skip": true,
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+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
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+        "result": [
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+              "end": 3,
+              "text": "For",
+              "labels": [
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+            "id": "TA8-RAQ0NP",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "text": "each",
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+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "start": 17,
+              "end": 32,
+              "text": "'temp_renders/'",
+              "labels": [
+                "PATH"
+              ]
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+            "id": "MHV-VHDOLP",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 34,
+              "end": 36,
+              "text": "if",
+              "labels": [
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+            "id": "LRW-4R2YY0",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
+            "value": {
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+              "end": 39,
+              "text": "it",
+              "labels": [
+                "OBJECT"
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+            },
+            "id": "H6N-0HFC2U",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+            "type": "labels",
+            "origin": "manual"
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+          {
+            "value": {
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+              "end": 54,
+              "text": "1",
+              "labels": [
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+            },
+            "id": "3LC-CIB9G3",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 61,
+              "text": "second",
+              "labels": [
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+            },
+            "id": "K1X-DJ9EQQ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 68,
+              "end": 74,
+              "text": "delete",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "Q4R-BC5F2Q",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 75,
+              "end": 77,
+              "text": "it",
+              "labels": [
+                "OBJECT"
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+            },
+            "id": "KHN-UOUGNP",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 43,
+              "end": 52,
+              "text": "less than",
+              "labels": [
+                "COMPARATOR"
+              ]
+            },
+            "id": "SoEKVQKUjj",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073536Z",
+        "updated_at": "2026-04-07T15:21:38.980314Z",
+        "draft_created_at": null,
+        "lead_time": 43.367,
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "For each file in 'temp_renders/', if it is less than 1 second long, delete it."
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+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065108Z",
+    "updated_at": "2026-04-07T15:21:39.174470Z",
+    "allow_skip": true,
+    "inner_id": 79,
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+    "updated_by": 1,
+    "comment_authors": []
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+  {
+    "id": 344,
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+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 4,
+              "text": "Trim",
+              "labels": [
+                "ACTION"
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+            },
+            "id": "RFC-XGCHCT",
+            "from_name": "label",
+            "to_name": "text",
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+            "origin": "manual"
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+              "end": 41,
+              "text": "'The_Dark_Knight_Trailer (2008).mp4'",
+              "labels": [
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+            "id": "2GU-8ROOL4",
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+              "end": 44,
+              "text": "to",
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+            "id": "C3T-JP84DI",
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+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 49,
+              "text": "only",
+              "labels": [
+                "MODIFIER"
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+            },
+            "id": "HJB-QRV57Y",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 50,
+              "end": 57,
+              "text": "include",
+              "labels": [
+                "FILTER_HINT"
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+            "id": "D69-FSFUL6",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 62,
+              "end": 74,
+              "text": "Joker scenes",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "9JO-2THNIN",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073562Z",
+        "updated_at": "2026-04-07T15:22:36.430034Z",
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+        "lead_time": 51.595,
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Trim 'The_Dark_Knight_Trailer (2008).mp4' to only include the Joker scenes."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065123Z",
+    "updated_at": "2026-04-07T15:22:36.602687Z",
+    "allow_skip": true,
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+        "result": [
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+              "start": 0,
+              "end": 8,
+              "text": "Splicing",
+              "labels": [
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+            "to_name": "text",
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+              "end": 26,
+              "text": "'end_card_v3.mp4'",
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+            "id": "72F-HLP5A6",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 27,
+              "end": 29,
+              "text": "to",
+              "labels": [
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+            "id": "JON-YAHMMW",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 35,
+              "text": "every",
+              "labels": [
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+            "type": "labels",
+            "origin": "manual"
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+            "value": {
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+              "end": 41,
+              "text": "video",
+              "labels": [
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+            "id": "OPG-P87S0R",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
+            "value": {
+              "start": 45,
+              "end": 62,
+              "text": "'Youtube_Uploads'",
+              "labels": [
+                "PATH"
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+            },
+            "id": "I6V-9TIAQM",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
+            "value": {
+              "start": 63,
+              "end": 74,
+              "text": "is the goal",
+              "labels": [
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+            },
+            "id": "q-WK-AjxN9",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073587Z",
+        "updated_at": "2026-04-07T15:23:47.520622Z",
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+        "lead_time": 34.407,
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Splicing 'end_card_v3.mp4' to every video in 'Youtube_Uploads' is the goal."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065138Z",
+    "updated_at": "2026-04-07T15:23:47.716365Z",
+    "allow_skip": true,
+    "inner_id": 81,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
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+              "text": "Split",
+              "labels": [
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+            },
+            "id": "RF1-CEELQI",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+              "end": 25,
+              "text": "'CCTV_04_07_26.mp4'",
+              "labels": [
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+            "id": "B00-HF9P4U",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 26,
+              "end": 34,
+              "text": "whenever",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "HZF-2N606B",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 54,
+              "end": 56,
+              "text": "in",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "XDL-XY1U6A",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 35,
+              "end": 53,
+              "text": "motion is detected",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "UAY0BIcEcV",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 61,
+              "end": 74,
+              "text": "'gate' region",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "ghwGdTJ59J",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073612Z",
+        "updated_at": "2026-04-07T15:24:29.621102Z",
+        "draft_created_at": null,
+        "lead_time": 39.953,
+        "prediction": {},
+        "result_count": 6,
+        "unique_id": "91012142-32c2-42bc-b6b5-b1ad57817027",
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+        "last_action": null,
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+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Split 'CCTV_04_07_26.mp4' whenever motion is detected in the 'gate' region."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065153Z",
+    "updated_at": "2026-04-07T15:24:29.816905Z",
+    "allow_skip": true,
+    "inner_id": 82,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 347,
+    "annotations": [
+      {
+        "id": 157,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 4,
+              "text": "With",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "CVR-I66F2M",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 5,
+              "end": 29,
+              "text": "'tutorial_recording.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "2PK-OUCP67",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 31,
+              "end": 36,
+              "text": "slice",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "SRZ-GWV241",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 41,
+              "end": 48,
+              "text": "segment",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "TUU-VZ0KCL",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 49,
+              "end": 53,
+              "text": "from",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "6ZD-OL1436",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 54,
+              "end": 59,
+              "text": "05:00",
+              "labels": [
+                "TIMESTAMP"
+              ]
+            },
+            "id": "OU0-3WTZAM",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 63,
+              "end": 68,
+              "text": "07:00",
+              "labels": [
+                "TIMESTAMP"
+              ]
+            },
+            "id": "NK0-X7HBKD",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 69,
+              "end": 72,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "210-5MTALZ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 73,
+              "end": 77,
+              "text": "save",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "QU3-L70D2M",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 78,
+              "end": 80,
+              "text": "as",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "VY8-U7JTK6",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 81,
+              "end": 96,
+              "text": "'Highlight.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "1C6-TVSGIX",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073640Z",
+        "updated_at": "2026-04-07T15:24:57.642803Z",
+        "draft_created_at": null,
+        "lead_time": 24.271,
+        "prediction": {},
+        "result_count": 11,
+        "unique_id": "17d7767b-0e4c-43c2-a236-f4c2d067c952",
+        "import_id": 83,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 347,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "With 'tutorial_recording.mp4', slice the segment from 05:00 to 07:00 and save as 'Highlight.mp4'."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065168Z",
+    "updated_at": "2026-04-07T15:24:57.839637Z",
+    "allow_skip": true,
+    "inner_id": 83,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
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+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 348,
+    "annotations": [
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+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 6,
+              "text": "Stitch",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "7WF-FZ3SY1",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 7,
+              "end": 10,
+              "text": "all",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "BVH-AAOEDN",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 11,
+              "end": 17,
+              "text": "videos",
+              "labels": [
+                "OBJECT"
+              ]
+            },
+            "id": "NI2-IB9CIT",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 18,
+              "end": 20,
+              "text": "in",
+              "labels": [
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+              ]
+            },
+            "id": "CWI-2F4PAA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 21,
+              "end": 32,
+              "text": "'raw_clips'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "AV5-QS6K3U",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 33,
+              "end": 37,
+              "text": "that",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "6S6-03WLP6",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "end": 42,
+              "text": "were",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "D65-0OHJXF",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 43,
+              "end": 51,
+              "text": "recorded",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "8DB-NME6EF",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 55,
+              "end": 57,
+              "text": "60",
+              "labels": [
+                "NUMBER"
+              ]
+            },
+            "id": "e9Z-7O9VE-",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 57,
+              "end": 60,
+              "text": "fps",
+              "labels": [
+                "UNIT"
+              ]
+            },
+            "id": "F7tXLa5cwr",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 52,
+              "end": 54,
+              "text": "at",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "rCv5lZapyQ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073670Z",
+        "updated_at": "2026-04-07T15:25:54.092598Z",
+        "draft_created_at": null,
+        "lead_time": 51.411,
+        "prediction": {},
+        "result_count": 11,
+        "unique_id": "9f8e649b-86db-49fd-8e13-ba04af50d2ef",
+        "import_id": 84,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 348,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch all videos in 'raw_clips' that were recorded at 60fps."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065183Z",
+    "updated_at": "2026-04-07T15:25:54.295104Z",
+    "allow_skip": true,
+    "inner_id": 84,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 349,
+    "annotations": [
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+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 3,
+              "text": "For",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "6LZ-RZCSMA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 4,
+              "end": 7,
+              "text": "any",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "DDY-RKF4LB",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 8,
+              "end": 13,
+              "text": "video",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "6WI-BMY3TZ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 14,
+              "end": 19,
+              "text": "named",
+              "labels": [
+                "FILTER_HINT"
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+            },
+            "id": "E6A-YOZP27",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 20,
+              "end": 41,
+              "text": "'Untitled (Copy).mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "86E-0B33L7",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 43,
+              "end": 47,
+              "text": "trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "IBC-FGT519",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 51,
+              "end": 53,
+              "text": "to",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "POH-7WXQL1",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 54,
+              "end": 56,
+              "text": "10",
+              "labels": [
+                "NUMBER"
+              ]
+            },
+            "id": "P03-HFFB8F",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
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+              "end": 64,
+              "text": "seconds",
+              "labels": [
+                "UNIT"
+              ]
+            },
+            "id": "KBK-FWAJWP",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 65,
+              "end": 68,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "WX0-ATKUQS",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 69,
+              "end": 75,
+              "text": "rename",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "HQV-SDVQJ3",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 48,
+              "end": 50,
+              "text": "it",
+              "labels": [
+                "OBJECT"
+              ]
+            },
+            "id": "VZ6-2NQDTD",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 76,
+              "end": 78,
+              "text": "it",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "SNP5LtHSDs",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 76,
+              "end": 78,
+              "text": "it",
+              "labels": [
+                "OBJECT"
+              ]
+            },
+            "id": "03n8YzgWWJ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073700Z",
+        "updated_at": "2026-04-07T15:26:58.023217Z",
+        "draft_created_at": null,
+        "lead_time": 51.345,
+        "prediction": {},
+        "result_count": 14,
+        "unique_id": "d0301769-e21b-4d33-9863-83c9ad76f330",
+        "import_id": 85,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 349,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "For any video named 'Untitled (Copy).mp4', trim it to 10 seconds and rename it."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065198Z",
+    "updated_at": "2026-04-07T15:26:58.213438Z",
+    "allow_skip": true,
+    "inner_id": 85,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 350,
+    "annotations": [
+      {
+        "id": 160,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Split",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "3YU-PAG9XP",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 6,
+              "end": 27,
+              "text": "'audio_sync_test.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "6UY-OC7B59",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 28,
+              "end": 32,
+              "text": "into",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "7RU-MQUJNB",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 33,
+              "end": 41,
+              "text": "separate",
+              "labels": [
+                "MODIFIER"
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+            },
+            "id": "V5M-LHUSL5",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 42,
+              "end": 47,
+              "text": "video",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "UC0-V30DQS",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 48,
+              "end": 51,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "J4Q-V0Q73P",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 58,
+              "end": 65,
+              "text": "streams",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "R20-S7GGAL",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 52,
+              "end": 57,
+              "text": "audio",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "svAJaW0JAA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073723Z",
+        "updated_at": "2026-04-07T15:27:30.145961Z",
+        "draft_created_at": null,
+        "lead_time": 29.58,
+        "prediction": {},
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+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Split 'audio_sync_test.mp4' into separate video and audio streams."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065213Z",
+    "updated_at": "2026-04-07T15:27:30.344066Z",
+    "allow_skip": true,
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+  },
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+        "result": [
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+              "start": 0,
+              "end": 4,
+              "text": "Trim",
+              "labels": [
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+              ]
+            },
+            "id": "04I-U2OYMW",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "start": 5,
+              "end": 30,
+              "text": "'Gym_Workout_Session.mp4'",
+              "labels": [
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+            },
+            "id": "W53-XE7XTP",
+            "from_name": "label",
+            "to_name": "text",
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+            "origin": "manual"
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+          {
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+              "start": 31,
+              "end": 33,
+              "text": "to",
+              "labels": [
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+            },
+            "id": "CXA-86PJYE",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 34,
+              "end": 40,
+              "text": "remove",
+              "labels": [
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+            },
+            "id": "ERD-ABF34I",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 45,
+              "end": 70,
+              "text": "rest periods between sets",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "7NrtXJgk0B",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073751Z",
+        "updated_at": "2026-04-07T15:28:00.158105Z",
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+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Trim 'Gym_Workout_Session.mp4' to remove the rest periods between sets."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065229Z",
+    "updated_at": "2026-04-07T15:28:00.357540Z",
+    "allow_skip": true,
+    "inner_id": 87,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
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+    "annotations": [
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+        "completed_by": 1,
+        "result": [
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+              "end": 6,
+              "text": "Stitch",
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+            },
+            "id": "W0K-AL3INQ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 14,
+              "text": "'A.mp4'",
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+            "id": "6BD-S7DRCA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 23,
+              "text": "'B.mp4'",
+              "labels": [
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+            },
+            "id": "8T0-WHIYIU",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "end": 28,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
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+            },
+            "id": "XSE-VSBRKK",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 36,
+              "text": "'C.mp4'",
+              "labels": [
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+            },
+            "id": "DHL-EWYX9G",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
+            "value": {
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+              "text": "but",
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+              "text": "to",
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+            },
+            "id": "7OD-CEK78W",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
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+              "end": 69,
+              "text": "'C.mp4'",
+              "labels": [
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+            },
+            "id": "PLW-ALJX07",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 71,
+              "end": 78,
+              "text": "'B.mp4'",
+              "labels": [
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+            },
+            "id": "61I-EYL9VB",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 80,
+              "end": 87,
+              "text": "'A.mp4'",
+              "labels": [
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+            },
+            "id": "X3Z-0P16EN",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 41,
+              "end": 58,
+              "text": "reverse the order",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "oEb8PJTJZy",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.073778Z",
+        "updated_at": "2026-04-07T15:29:14.032790Z",
+        "draft_created_at": null,
+        "lead_time": 32.636,
+        "prediction": {},
+        "result_count": 11,
+        "unique_id": "2fe3c3f6-211a-487a-8f4a-b45bad48d439",
+        "import_id": 88,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 352,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch 'A.mp4', 'B.mp4', and 'C.mp4' but reverse the order to 'C.mp4', 'B.mp4', 'A.mp4'."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065244Z",
+    "updated_at": "2026-04-07T15:29:14.234550Z",
+    "allow_skip": true,
+    "inner_id": 88,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
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+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
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+        "result": [
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+              "end": 3,
+              "text": "For",
+              "labels": [
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+            },
+            "id": "YP0-BL2MK7",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 4,
+              "end": 8,
+              "text": "each",
+              "labels": [
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+            "id": "IAR-MOGWR3",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+            "id": "E5Y-X4HUHL",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "start": 15,
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+              "text": "Client_Review",
+              "labels": [
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+            "id": "HLE-64KYDW",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
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+              "end": 41,
+              "text": "splice",
+              "labels": [
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+            },
+            "id": "6S2-4LHBUY",
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+            "origin": "manual"
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+              "end": 53,
+              "text": "'DRAFT'",
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+            "id": "11H-0PEYXX",
+            "from_name": "label",
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+            "type": "labels",
+            "origin": "manual"
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+              "text": "watermark",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
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+    "comment_authors": []
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+              "end": 25,
+              "text": "duration",
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+              "text": "them",
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+            "origin": "manual"
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+              "text": "s",
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+            "id": "khP_d9uxkh",
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+    "predictions": [],
+    "data": {
+      "text": "Split '24_hour_surveillance_feed.mp4' into 24 one-hour segments."
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch 'Intro (English).mp4' with 'Content.mp4' and 'Outro (English).mp4'."
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+    "meta": {},
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+              "end": 8,
+              "text": "each",
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+            "origin": "manual"
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+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 60,
+              "end": 64,
+              "text": "trim",
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+                "ACTION"
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+            "id": "8UR-PHE90V",
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+            "type": "labels",
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+              "text": "it",
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+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 70,
+              "text": "to",
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+            "id": "K8O-TU9HQQ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 71,
+              "end": 72,
+              "text": "5",
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+            "id": "CO7-YFCBXU",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 73,
+              "end": 80,
+              "text": "seconds",
+              "labels": [
+                "UNIT"
+              ]
+            },
+            "id": "728-HRZY4F",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075226Z",
+        "updated_at": "2026-04-07T15:39:15.882790Z",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "For each file in the 'Renders' folder, if the width is 720, trim it to 5 seconds."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065369Z",
+    "updated_at": "2026-04-07T15:39:16.081401Z",
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+              "text": "Trim",
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+            "id": "SJG-R2NZJ0",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+              "end": 30,
+              "text": "'Space_X_Launch_Live.mkv'",
+              "labels": [
+                "PATH"
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+            "id": "X4V-HOF2O4",
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+            "type": "labels",
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+              "end": 39,
+              "text": "start",
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+            "id": "ZBV-UY8421",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
+            "value": {
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+              "text": "at",
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+            "id": "44T-UV1BJA",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 43,
+              "end": 50,
+              "text": "T-minus",
+              "labels": [
+                "RAW_PHRASE"
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+            },
+            "id": "BG2-P0MW6Q",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+              "start": 51,
+              "end": 53,
+              "text": "10",
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+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 54,
+              "end": 61,
+              "text": "seconds",
+              "labels": [
+                "UNIT"
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+            },
+            "id": "I39-VD7X2Z",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075253Z",
+        "updated_at": "2026-04-07T15:39:54.859393Z",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Trim 'Space_X_Launch_Live.mkv' to start at T-minus 10 seconds."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065384Z",
+    "updated_at": "2026-04-07T15:39:55.052267Z",
+    "allow_skip": true,
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+        "completed_by": 1,
+        "result": [
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+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Using",
+              "labels": [
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+            "id": "L66-LOAOZS",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 26,
+              "text": "'*_scene_*.mp4'",
+              "labels": [
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+            "from_name": "label",
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+              "end": 34,
+              "text": "stitch",
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+            "type": "labels",
+            "origin": "manual"
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+          {
+            "value": {
+              "start": 35,
+              "end": 40,
+              "text": "clips",
+              "labels": [
+                "TARGET"
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+            },
+            "id": "EGY-KWDQ0H",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+              "end": 45,
+              "text": "with",
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+            "type": "labels",
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+          },
+          {
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+              "start": 46,
+              "end": 54,
+              "text": "matching",
+              "labels": [
+                "FILTER_HINT"
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+            },
+            "id": "I95-Q209DF",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 69,
+              "end": 77,
+              "text": "together",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "3R6-8ELF20",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 55,
+              "end": 68,
+              "text": "scene numbers",
+              "labels": [
+                "FILTER_HINT"
+              ]
+            },
+            "id": "9SrlXs1eIR",
+            "from_name": "label",
+            "to_name": "text",
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+        "created_at": "2026-04-07T09:11:15.075283Z",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Using glob '*_scene_*.mp4', stitch clips with matching scene numbers together."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.065399Z",
+    "updated_at": "2026-04-07T15:40:26.357888Z",
+    "allow_skip": true,
+    "inner_id": 98,
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+              "end": 26,
+              "text": "'nature_walk_4k.mp4'",
+              "labels": [
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+            "id": "G47-2B7NOU",
+            "from_name": "label",
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+            "type": "labels",
+            "origin": "manual"
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+              "text": "to",
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+            "id": "479-HSNVMU",
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+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 36,
+              "text": "remove",
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+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "end": 54,
+              "text": "footage",
+              "labels": [
+                "TARGET"
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+            },
+            "id": "225-XV6GPE",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "end": 76,
+              "text": "mark",
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+            },
+            "id": "31B-D5CLYC",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "text": "at",
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+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
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+              "end": 64,
+              "text": "12",
+              "labels": [
+                "NUMBER"
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+            "id": "Sdak0BfgSd",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+          {
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+              "text": "minute",
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+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 41,
+              "end": 46,
+              "text": "shaky",
+              "labels": [
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+            "id": "vFT-3R8kfz",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
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+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075313Z",
+        "updated_at": "2026-04-07T15:43:58.880101Z",
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+        "lead_time": 205.591,
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+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
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+        "unique_id": "08de0c98-26c2-457b-bd61-3c15e35c7a4a",
+        "import_id": 108,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 372,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch all videos in 'Dailies' that have a creation date of '2026-04-07'."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.066398Z",
+    "updated_at": "2026-04-07T16:01:22.626774Z",
+    "allow_skip": true,
+    "inner_id": 108,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 373,
+    "annotations": [
+      {
+        "id": 183,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 3,
+              "text": "For",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "HWB-KQT0ZP",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 15,
+              "end": 17,
+              "text": "in",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "8OH-7JR2ZG",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 38,
+              "end": 42,
+              "text": "trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "T4Y-K2M0NN",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 43,
+              "end": 45,
+              "text": "it",
+              "labels": [
+                "OBJECT"
+              ]
+            },
+            "id": "QS9-V361A3",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 46,
+              "end": 48,
+              "text": "to",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "N9F-P8MJF6",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 59,
+              "end": 86,
+              "text": "(effectively clear content)",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "SI7-P05FZY",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 4,
+              "end": 8,
+              "text": "each",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "5nF8vWlVg_",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 9,
+              "end": 14,
+              "text": "video",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "w7KQAjm0FH",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 22,
+              "end": 36,
+              "text": "'Trash' folder",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "H7-ndkv3EN",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 49,
+              "end": 50,
+              "text": "0",
+              "labels": [
+                "NUMBER"
+              ]
+            },
+            "id": "d2PbU_EA-I",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 51,
+              "end": 58,
+              "text": "seconds",
+              "labels": [
+                "UNIT"
+              ]
+            },
+            "id": "A728L-C3EO",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075574Z",
+        "updated_at": "2026-04-07T16:02:59.019326Z",
+        "draft_created_at": null,
+        "lead_time": 90.585,
+        "prediction": {},
+        "result_count": 11,
+        "unique_id": "fd3e4afa-d712-4848-9aeb-4498a0876910",
+        "import_id": 109,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 373,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "For each video in the 'Trash' folder, trim it to 0 seconds (effectively clear content)."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.066414Z",
+    "updated_at": "2026-04-07T16:02:59.218905Z",
+    "allow_skip": true,
+    "inner_id": 109,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 374,
+    "annotations": [
+      {
+        "id": 184,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 4,
+              "text": "Trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "S99-9LVR1B",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 5,
+              "end": 24,
+              "text": "'Drone_Shot_05.mov'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "AXF-JRDC9U",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 25,
+              "end": 27,
+              "text": "to",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "YPS-4FYBBL",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 32,
+              "end": 37,
+              "text": "first",
+              "labels": [
+                "ORDINAL"
+              ]
+            },
+            "id": "50Q1I09zGC",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 38,
+              "end": 42,
+              "text": "1000",
+              "labels": [
+                "NUMBER"
+              ]
+            },
+            "id": "K2Ns5lSnon",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 43,
+              "end": 49,
+              "text": "frames",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "bFhh7lUZ1h",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075596Z",
+        "updated_at": "2026-04-07T16:03:20.760179Z",
+        "draft_created_at": null,
+        "lead_time": 16.994,
+        "prediction": {},
+        "result_count": 6,
+        "unique_id": "612cbc9c-341a-4dce-95a9-62325455bbae",
+        "import_id": 110,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 374,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Trim 'Drone_Shot_05.mov' to the first 1000 frames."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.066430Z",
+    "updated_at": "2026-04-07T16:03:20.952884Z",
+    "allow_skip": true,
+    "inner_id": 110,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 375,
+    "annotations": [
+      {
+        "id": 185,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Slice",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "HFC-3CQ3GX",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 6,
+              "end": 24,
+              "text": "'Long_Lecture.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "AAH-OO0NA2",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 52,
+              "end": 56,
+              "text": "that",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "FJN-Z463US",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 57,
+              "end": 64,
+              "text": "contain",
+              "labels": [
+                "FILTER_HINT"
+              ]
+            },
+            "id": "W43-C90D3W",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 74,
+              "end": 83,
+              "text": "'Biology'",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "4JD-4KEPWU",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 28,
+              "end": 35,
+              "text": "extract",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "hsoDATBiyT",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 36,
+              "end": 40,
+              "text": "only",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "N3BczQCGb_",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 45,
+              "end": 51,
+              "text": "slides",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "T6Yr7knFuG",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075621Z",
+        "updated_at": "2026-04-07T16:05:07.416032Z",
+        "draft_created_at": null,
+        "lead_time": 104.184,
+        "prediction": {},
+        "result_count": 8,
+        "unique_id": "ca11f2eb-9990-48c4-8a5c-3cfc86090648",
+        "import_id": 111,
+        "last_action": null,
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+        "task": 375,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Slice 'Long_Lecture.mp4' to extract only the slides that contain the word 'Biology'."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.066446Z",
+    "updated_at": "2026-04-07T16:05:07.588970Z",
+    "allow_skip": true,
+    "inner_id": 111,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 376,
+    "annotations": [
+      {
+        "id": 186,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 5,
+              "text": "Split",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "SUJ-UDHOWO",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 6,
+              "end": 35,
+              "text": "'Heavy_Metal_Music_Video.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "P76-GLYQN8",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 36,
+              "end": 38,
+              "text": "at",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "ODM-BH6JV1",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 39,
+              "end": 44,
+              "text": "every",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "1fowtvAnf7",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 45,
+              "end": 61,
+              "text": "beat of the drum",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "AuXq3ZDpr5",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 63,
+              "end": 66,
+              "text": "120",
+              "labels": [
+                "NUMBER"
+              ]
+            },
+            "id": "tFl_OGhvl-",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 67,
+              "end": 70,
+              "text": "BPM",
+              "labels": [
+                "UNIT"
+              ]
+            },
+            "id": "Kssq6o1IAD",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075643Z",
+        "updated_at": "2026-04-07T16:05:31.956665Z",
+        "draft_created_at": null,
+        "lead_time": 22.073,
+        "prediction": {},
+        "result_count": 7,
+        "unique_id": "25da4aca-5b04-4326-9c3d-21b32df86695",
+        "import_id": 112,
+        "last_action": null,
+        "bulk_created": false,
+        "task": 376,
+        "project": 13,
+        "updated_by": 1,
+        "parent_prediction": null,
+        "parent_annotation": null,
+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Split 'Heavy_Metal_Music_Video.mp4' at every beat of the drum (120 BPM)."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.066462Z",
+    "updated_at": "2026-04-07T16:05:32.154842Z",
+    "allow_skip": true,
+    "inner_id": 112,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 377,
+    "annotations": [
+      {
+        "id": 187,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 6,
+              "text": "Stitch",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "F13-3EYFTY",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 7,
+              "end": 23,
+              "text": "'Part_01_v1.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "BG5-FFJKK7",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 24,
+              "end": 31,
+              "text": "through",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "UYO-Y2MURQ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 32,
+              "end": 48,
+              "text": "'Part_10_v1.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "LAN-9K9JFW",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 49,
+              "end": 54,
+              "text": "using",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "4RX-BHQ2GW",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 55,
+              "end": 73,
+              "text": "the 'list' command",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "JV0-HASW07",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075664Z",
+        "updated_at": "2026-04-07T16:05:51.339573Z",
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+              "text": "every",
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+              "end": 63,
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+            "from_name": "label",
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+      "text": "If the file 'clip_a.mp4' is shorter than 'clip_b.mp4', stitch them in that order."
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+              "end": 44,
+              "text": "whenever",
+              "labels": [
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+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
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+              "end": 54,
+              "text": "video",
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+              "text": "drops to",
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+              "text": "zero",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Split 'NASA_Space_Station_Feed.mp4' whenever the video bitrate drops to zero."
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Trim the last 5 seconds from 'My_Daughter's_First_Steps.mp4'."
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+              "text": "every",
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+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch 'Intro.mp4' with every file in 'Chapters/' and save them as individual episodes."
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+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.066591Z",
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+    "predictions": [],
+    "data": {
+      "text": "For each video in 'Pending', trim the first 10 seconds and move to 'Ready'."
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+              "end": 67,
+              "text": "rest",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "GB4-SIDEMD",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075881Z",
+        "updated_at": "2026-04-07T16:10:53.291202Z",
+        "draft_created_at": null,
+        "lead_time": 34.633,
+        "prediction": {},
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+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Slice 'Webinar_Recording_2026.mp4' at 01:20:00 and discard the rest."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.066621Z",
+    "updated_at": "2026-04-07T16:10:53.496972Z",
+    "allow_skip": true,
+    "inner_id": 122,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 387,
+    "annotations": [
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+        "id": 197,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
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+              "end": 5,
+              "text": "Split",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "T9Q-B0UU21",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 6,
+              "end": 33,
+              "text": "'Slow_Motion_Reference.mp4'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "LYR-PQYCWL",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 34,
+              "end": 38,
+              "text": "into",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "QVR-UIH9C6",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 39,
+              "end": 47,
+              "text": "segments",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "93I-UJFNUU",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 48,
+              "end": 50,
+              "text": "of",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "V43-6SBMQL",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 51,
+              "end": 54,
+              "text": "120",
+              "labels": [
+                "NUMBER"
+              ]
+            },
+            "id": "GIJ-SDB49K",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 55,
+              "end": 61,
+              "text": "frames",
+              "labels": [
+                "UNIT"
+              ]
+            },
+            "id": "LIZ-QZG6WB",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 62,
+              "end": 66,
+              "text": "each",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "84H-DJM1LM",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075907Z",
+        "updated_at": "2026-04-07T16:09:37.278401Z",
+        "draft_created_at": null,
+        "lead_time": 11.818,
+        "prediction": {},
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+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Split 'Slow_Motion_Reference.mp4' into segments of 120 frames each."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.066637Z",
+    "updated_at": "2026-04-07T16:09:37.469991Z",
+    "allow_skip": true,
+    "inner_id": 123,
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+    "cancelled_annotations": 0,
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+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 388,
+    "annotations": [
+      {
+        "id": 198,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 6,
+              "text": "Stitch",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "H2M-G9BJLT",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 7,
+              "end": 10,
+              "text": "all",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "ECF-HQKFPO",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 11,
+              "end": 15,
+              "text": ".mp4",
+              "labels": [
+                "VALUE_TOKEN"
+              ]
+            },
+            "id": "N2F-9DHYKQ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 16,
+              "end": 21,
+              "text": "files",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "D4Y-EB3RT4",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 22,
+              "end": 24,
+              "text": "in",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "RH1-T7WH1X",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 25,
+              "end": 35,
+              "text": "'Folder A'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "WSI-PDKV2T",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 36,
+              "end": 39,
+              "text": "and",
+              "labels": [
+                "CONJUNCTION"
+              ]
+            },
+            "id": "IBL-PK2WJ3",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 40,
+              "end": 50,
+              "text": "'Folder B'",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "ILE-RS7LA1",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 51,
+              "end": 55,
+              "text": "into",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "OL2-GYKORG",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 7,
+              "end": 8,
+              "text": "a",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "3MW-HN0RCZ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 58,
+              "end": 64,
+              "text": "single",
+              "labels": [
+                "MODIFIER"
+              ]
+            },
+            "id": "S9Y-ZIREED",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 72,
+              "end": 76,
+              "text": "file",
+              "labels": [
+                "TARGET"
+              ]
+            },
+            "id": "ho9h8jGxzB",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075935Z",
+        "updated_at": "2026-04-07T16:10:04.221955Z",
+        "draft_created_at": null,
+        "lead_time": 24.777,
+        "prediction": {},
+        "result_count": 12,
+        "unique_id": "7765ca5d-dd1c-49f6-ac70-94181c3b1e6a",
+        "import_id": 124,
+        "last_action": null,
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+        "project": 13,
+        "updated_by": 1,
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+        "last_created_by": null
+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Stitch all .mp4 files in 'Folder A' and 'Folder B' into a single master file."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.066652Z",
+    "updated_at": "2026-04-07T16:10:04.398335Z",
+    "allow_skip": true,
+    "inner_id": 124,
+    "total_annotations": 1,
+    "cancelled_annotations": 0,
+    "total_predictions": 0,
+    "comment_count": 0,
+    "unresolved_comment_count": 0,
+    "last_comment_updated_at": null,
+    "project": 13,
+    "updated_by": 1,
+    "comment_authors": []
+  },
+  {
+    "id": 389,
+    "annotations": [
+      {
+        "id": 199,
+        "completed_by": 1,
+        "result": [
+          {
+            "value": {
+              "start": 0,
+              "end": 4,
+              "text": "Trim",
+              "labels": [
+                "ACTION"
+              ]
+            },
+            "id": "BT4-G1LW2G",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 6,
+              "end": 31,
+              "text": "The_Last_of_Us_S01E01.mkv",
+              "labels": [
+                "PATH"
+              ]
+            },
+            "id": "PKH-3Y6P96",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 33,
+              "end": 35,
+              "text": "to",
+              "labels": [
+                "PREPOSITION"
+              ]
+            },
+            "id": "0MH-6SKL7A",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 36,
+              "end": 39,
+              "text": "end",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "OMQ-LS8HZJ",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          },
+          {
+            "value": {
+              "start": 40,
+              "end": 67,
+              "text": "right when the music starts",
+              "labels": [
+                "RAW_PHRASE"
+              ]
+            },
+            "id": "NT5-E01XCL",
+            "from_name": "label",
+            "to_name": "text",
+            "type": "labels",
+            "origin": "manual"
+          }
+        ],
+        "was_cancelled": false,
+        "ground_truth": false,
+        "created_at": "2026-04-07T09:11:15.075960Z",
+        "updated_at": "2026-04-07T16:10:43.563421Z",
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+      }
+    ],
+    "file_upload": "2a7742dc-ffmpeg_gemini_v1.json",
+    "drafts": [],
+    "predictions": [],
+    "data": {
+      "text": "Trim 'The_Last_of_Us_S01E01.mkv' to end right when the music starts."
+    },
+    "meta": {},
+    "created_at": "2026-04-07T09:11:15.066667Z",
+    "updated_at": "2026-04-07T16:10:43.758732Z",
+    "allow_skip": true,
+    "inner_id": 125,
+    "total_annotations": 1,
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+    "project": 13,
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+  }
+]
diff --git a/inference.py b/inference.py
new file mode 100644
index 0000000..b856209
--- /dev/null
+++ b/inference.py
@@ -0,0 +1,13 @@
+import argparse
+
+from mini_lm import predict
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description="Run token classification inference.")
+    parser.add_argument("text", nargs="*", help="Input text to label.")
+    parser.add_argument("--top-k", type=int, default=3)
+    args = parser.parse_args()
+
+    text = " ".join(args.text).strip() or "convert foo.mp4 to mkv"
+    predict(text, top_k=args.top_k)
diff --git a/mini_lm.py b/mini_lm.py
new file mode 100644
index 0000000..90fddb7
--- /dev/null
+++ b/mini_lm.py
@@ -0,0 +1,165 @@
+import json
+import re
+from functools import partial
+from pathlib import Path
+
+import torch
+from datasets import Dataset
+from transformers import (
+    AutoModelForTokenClassification,
+    AutoTokenizer,
+    DataCollatorForTokenClassification,
+    Trainer,
+    TrainingArguments,
+)
+
+from enums import TokenLabel
+
+MODEL_NAME = "microsoft/MiniLM-L12-H384-uncased"
+MODEL_DIR = "./model"
+
+LABEL_LIST = [label.name for label in TokenLabel]
+LABEL2ID = {label: i for i, label in enumerate(LABEL_LIST)}
+ID2LABEL = {i: label for i, label in enumerate(LABEL_LIST)}
+VALUE_TO_NAME = {label.value: label.name for label in TokenLabel}
+
+
+def _normalize_label(label: str) -> str:
+    if label in LABEL2ID:
+        return label
+    if label in VALUE_TO_NAME:
+        return VALUE_TO_NAME[label]
+    raise ValueError(f"Unknown label: {label}")
+
+
+def _text_to_tokens(text: str) -> tuple[list[str], list[tuple[int, int]]]:
+    tokens = []
+    spans = []
+    for match in re.finditer(r"\S+", text):
+        tokens.append(match.group(0))
+        spans.append(match.span())
+    return tokens, spans
+
+
+def _extract_spans(task: dict) -> list[tuple[int, int, str]]:
+    annotations = task.get("annotations") or []
+    if not annotations:
+        return []
+    results = annotations[0].get("result", []) or []
+    spans = []
+    for result in results:
+        value = result.get("value", {})
+        start = value.get("start")
+        end = value.get("end")
+        labels = value.get("labels") or []
+        if start is None or end is None or not labels:
+            continue
+        spans.append((int(start), int(end), _normalize_label(labels[0])))
+    return spans
+
+
+def parse_annotated_dataset(path: str) -> list[dict]:
+    data = json.loads(Path(path).read_text(encoding="utf-8"))
+    if not isinstance(data, list):
+        raise ValueError("Annotated dataset must be a JSON array.")
+
+    examples = []
+    for task in data:
+        text = task["data"]["text"]
+        spans = _extract_spans(task)
+        tokens, token_spans = _text_to_tokens(text)
+        labels = []
+        for token_start, token_end in token_spans:
+            assigned = "RAW_PHRASE"
+            for span_start, span_end, span_label in spans:
+                if token_start < span_end and token_end > span_start:
+                    assigned = span_label
+                    break
+            labels.append(assigned)
+        examples.append({"tokens": tokens, "labels": labels})
+
+    return examples
+
+
+def tokenize_and_align(example, tokenizer, label2id):
+    tokenized = tokenizer(example["tokens"], is_split_into_words=True, truncation=True)
+    word_ids = tokenized.word_ids()
+    labels = []
+    prev = None
+
+    for word_id in word_ids:
+        if word_id is None:
+            labels.append(-100)
+        elif word_id != prev:
+            labels.append(label2id[example["labels"][word_id]])
+        else:
+            labels.append(-100)
+        prev = word_id
+
+    tokenized["labels"] = labels
+    return tokenized
+
+
+def train(dataset_path: str = "./datasets/annotated/ffmpeg_gemini_v1.json", model_dir: str = MODEL_DIR):
+    tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
+    model = AutoModelForTokenClassification.from_pretrained(
+        MODEL_NAME, num_labels=len(LABEL_LIST), id2label=ID2LABEL, label2id=LABEL2ID
+    )
+
+    examples = parse_annotated_dataset(dataset_path)
+    dataset = Dataset.from_list(examples)
+    dataset = dataset.map(partial(tokenize_and_align, tokenizer=tokenizer, label2id=LABEL2ID))
+    dataset = dataset.train_test_split(test_size=0.1)
+
+    training_args = TrainingArguments(
+        output_dir=model_dir,
+        learning_rate=3e-5,
+        per_device_train_batch_size=8,
+        num_train_epochs=5,
+        weight_decay=0.01,
+        logging_steps=10,
+        save_strategy="epoch",
+    )
+
+    data_collator = DataCollatorForTokenClassification(tokenizer=tokenizer)
+
+    trainer = Trainer(
+        model=model,
+        args=training_args,
+        train_dataset=dataset["train"],
+        eval_dataset=dataset["test"],
+        data_collator=data_collator,
+    )
+
+    trainer.train()
+    trainer.save_model(model_dir)
+    tokenizer.save_pretrained(model_dir)
+
+
+def _load_model(model_dir: str = MODEL_DIR):
+    tokenizer = AutoTokenizer.from_pretrained(model_dir)
+    model = AutoModelForTokenClassification.from_pretrained(model_dir)
+    return tokenizer, model
+
+
+def predict(text: str, model_dir: str = MODEL_DIR, top_k: int = 3):
+    tokenizer, model = _load_model(model_dir)
+    inputs = tokenizer(text.split(), return_tensors="pt", is_split_into_words=True)
+    outputs = model(**inputs)
+
+    logits = outputs.logits[0]
+    probs = torch.softmax(logits, dim=-1)
+    k = min(max(1, top_k), probs.shape[-1])
+    top_probs, top_ids = torch.topk(probs, k, dim=-1)
+    tokens = tokenizer.convert_ids_to_tokens(inputs["input_ids"][0])
+
+    for token, prob_row, id_row in zip(tokens, top_probs, top_ids):
+        preds = [
+            f"{ID2LABEL.get(int(label_id), 'RAW_PHRASE')}:{float(score):.4f}"
+            for label_id, score in zip(id_row, prob_row)
+        ]
+        print(token, ", ".join(preds))
+
+
+if __name__ == "__main__":
+    train()
diff --git a/pyproject.toml b/pyproject.toml
index 60fc89f..4494f07 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,8 +5,13 @@ description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.12"
 dependencies = [
+    "accelerate>=1.13.0",
+    "datasets>=4.8.4",
+    "git-filter-repo>=2.47.0",
     "google-genai>=1.70.0",
     "label-studio>=1.23.0",
     "label-studio-ml>=1.0.9",
     "loguru>=0.7.3",
+    "torch>=2.11.0",
+    "transformers>=5.5.0",
 ]
diff --git a/uv.lock b/uv.lock
index 75317c5..6e218c8 100644
--- a/uv.lock
+++ b/uv.lock
@@ -16,6 +16,140 @@ resolution-markers = [
     "python_full_version >= '4' and sys_platform != 'emscripten' and sys_platform != 'win32'",
 ]
 
+[[package]]
+name = "accelerate"
+version = "1.13.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "huggingface-hub" },
+    { name = "numpy" },
+    { name = "packaging" },
+    { name = "psutil" },
+    { name = "pyyaml" },
+    { name = "safetensors" },
+    { name = "torch" },
+]
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@@ -337,18 +471,28 @@ name = "clint-dataset"
 version = "0.1.0"
 source = { virtual = "." }
 dependencies = [
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+    { name = "datasets" },
+    { name = "git-filter-repo" },
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     { name = "label-studio" },
     { name = "label-studio-ml" },
     { name = "loguru" },
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+    { name = "transformers" },
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+    { name = "torch", specifier = ">=2.11.0" },
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 ]
 
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