Datasets:

Franskaman110
/

ml-intern-sessions

Error code:   DatasetGenerationError
Exception:    IndexError
Message:      list index out of range
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  original_shard_lengths[original_shard_id] += len(table)
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^
              IndexError: list index out of range
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1361, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 940, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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type string	message dict	uuid string	parentUuid string	sessionId string	timestamp string
user	{ "role": "user", "content": "load a prior chat with you", "model": null }	93d36802-a96f-0dc8-70ee-768039275ee5	null	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "# Project Summary: Pay-Equity-for-EU Salary Statistics Parsing\n\n## Project Context & Goal\nBuilding a RAG knowledge base for an EU pay-equity competition. The system has three data sources:\n1. EU Directive 2023/970 (the \"rules\")...	9ea45c32-1358-56de-3e14-8c9c4365c438	93d36802-a96f-0dc8-70ee-768039275ee5	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": "Resume", "model": null }	a70533c0-d913-8728-3af6-d1cd9fc6264c	9ea45c32-1358-56de-3e14-8c9c4365c438	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Let me check current state and re-test after my last edit." }, { "type": "tool_use", "id": "toolu_01Cw8XiZjkUwof4kpPJYj9Pa", "name": "bash", "input": { "command": "cd /home/simonl/Desktop/competito...	3b4a183d-3263-d2d7-6c76-0c2634056429	a70533c0-d913-8728-3af6-d1cd9fc6264c	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01Cw8XiZjkUwof4kpPJYj9Pa", "content": "syntax OK\nIDA p11 cols: [(0, None, ''), (1, 'count', 'Antal'), (2, 'mean', 'Bruttoløn'), (3, 'p25', '25% fraktil'), (4, 'median', '50% fraktil'), (5, 'p75', '75% fraktil'), (6,...	b6881aca-2aac-7f6c-5681-39bd89ed47a0	3b4a183d-3263-d2d7-6c76-0c2634056429	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "IDA lattice now fully classified (count, mean, p25, median, p75, p90, bonus_avg, bonus_pct). Now let me fix the Djøf borderless extractor to anchor columns on the header row instead of fragile data clustering." }, { "type":...	0a52dc05-3b40-d93b-f65e-bb595dee1500	b6881aca-2aac-7f6c-5681-39bd89ed47a0	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01QQibWQqrnfv578HCLGgh1Z", "content": " 258\t - header words assigned to the column whose x-band they overlap most\n 259\t - each column header -> canonical stat key\n 260\t\n 261\t Returns dict ...	c70b64c2-4ebd-0e03-d439-2bf737f4a752	0a52dc05-3b40-d93b-f65e-bb595dee1500	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Now let me rewrite the Djøf borderless extractor to anchor columns on the header row (reliable, regular) rather than fragile data clustering. This handles missing-value dashes correctly." }, { "type": "tool_use", ...	d186e4f5-0ae4-2cfd-25e8-cf05020ccfd3	c70b64c2-4ebd-0e03-d439-2bf737f4a752	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_016qALzxbWV4Pjy3TjkjNKkE", "content": " 248\t \"mode\": \"lattice\",\n 249\t }\n 250\t\n 251\t\n 252\tdef extract_page_table(pg, ytol=3.0, xgap=12.0):\n 253\t \"\"\"Extract a generic statisti...	9f3e4877-ff73-7810-0e66-8691ee2ca9cf	d186e4f5-0ae4-2cfd-25e8-cf05020ccfd3	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "The Djøf borderless extractor needs to anchor on the header row (regular and always present) rather than fragile data clustering. Let me add `nedre`/`ovre` recognition to `classify_stat` and rewrite the borderless extractor to be header-...	a833be9e-a2e5-0141-0f17-5ea10f44fc0a	9f3e4877-ff73-7810-0e66-8691ee2ca9cf	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_0156CxLx8C1FK95VzkcJqoF7", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/extract_engine.py (1 replacement)" } ], "model": null }	1bc0650a-a08d-c819-d390-7358dc9364a1	a833be9e-a2e5-0141-0f17-5ea10f44fc0a	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Now rewrite the borderless extractor to be header-row anchored. The key insight: find the header row (richest in stat keywords), use each header token's x-span as a column anchor, then assign data cells to the nearest header anchor by x-...	5f1d4501-6662-6674-7dab-3d0386d91dac	1bc0650a-a08d-c819-d390-7358dc9364a1	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01CgQuVriakECAvxJvAXTyaf", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/extract_engine.py (1 replacement)" } ], "model": null }	0dc275aa-5541-35c2-c0e6-290a3faabb99	5f1d4501-6662-6674-7dab-3d0386d91dac	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_0198cjemLDdt48ZyxVEMAvJb", "name": "bash", "input": { "command": "cd /home/simonl/Desktop/competiton/pay-equity-for-eu/data/raw/\nPY=/home/simonl/Desktop/competiton/pay-equity-for-eu/.venv/bin/python\n$PY -c \...	e4d9f3e9-0510-019f-50c2-e7593f8159f2	0dc275aa-5541-35c2-c0e6-290a3faabb99	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_0198cjemLDdt48ZyxVEMAvJb", "content": "syntax OK\n====== DJOF p21 T9 alder/HD ======\ncols: [(0, 'count'), (1, 'mean'), (2, 'p25'), (3, 'median'), (4, 'p75'), (5, 'p90')]\n '25\\xad29 år' -> {'count': 3, 'mean': 45...	964db533-d0cc-4a58-3eea-4c39c64816d7	e4d9f3e9-0510-019f-50c2-e7593f8159f2	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "p21 is now correct (right-aligned dashes handled). But p61 is a dual-panel page (kandidater \| mellemuddannede side by side) and p55 fails header detection. Let me survey Djøf coverage and inspect the failure modes." }, { ...	df0577b0-6195-477b-9f1b-28b5a10a65b0	964db533-d0cc-4a58-3eea-4c39c64816d7	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01LLAfr1URZovHoKXYXR1Hgw", "content": "p14 rows= 5 cols=['mean', 'p25', 'median', 'p75', 'p90']\np15 rows=32 cols=['count', 'mean', 'p25', 'median', 'p75', 'p90']\np16 rows=35 cols=['count', 'mean', 'p25', 'median', ...	fb8826e3-f399-3ae7-8628-c95ef5a82c31	df0577b0-6195-477b-9f1b-28b5a10a65b0	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Good coverage on the core salary tables (p14-52 single-panel, p56-69 dual-panel branche tables). The dual-panel pages (p56-69) have two side-by-side stat blocks (kandidater \| mellemuddannede) — my anchors merged both, producing dupli...	76568b9f-cac9-8965-9000-3c2306173d0f	fb8826e3-f399-3ae7-8628-c95ef5a82c31	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01DLS4x4LqAyzdf7QGBK9ihD", "content": "page width 595.276\nheader row idx 7\nanchors: [('count', 125), ('mean', 167), ('median', 264), ('count', 349), ('mean', 391), ('median', 488)]\nHEADER WORDS:\n 71 'Dimittendå...	537d8719-4ed1-e1dc-5f7d-878b2d330a38	76568b9f-cac9-8965-9000-3c2306173d0f	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "The dual-panel page has two blocks. The `Nedre`/`Øvre`/`90%` tokens are on adjacent header rows. Let me capture the full multi-row header band and detect panel splits." }, { "type": "tool_use", "id": "toolu_014LGJXxtn...	55808d04-c37a-9b30-e998-2bc28507a409	537d8719-4ed1-e1dc-5f7d-878b2d330a38	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_014LGJXxtnt8A5ZatV51uXuD", "content": "row 3 : [(64, 'Opdelt'), (91, 'efter'), (127, 'dimittendår')]\nrow 4 : [(60, 'Post\\xad'), (78, 'og'), (117, 'televirksomhed')]\nrow 5 : [(190, 'BBrruuttttoolløønn'), (213, 'ffo...	21440ade-37d8-14d1-d515-0aa4d8d748ae	55808d04-c37a-9b30-e998-2bc28507a409	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Now I see the full structure: row 5 = panel titles (\"Bruttoløn for kandidater\" \| \"for mellemudd.\"), row 6 = Nedre/Øvre, row 7 = Antal/Gennemsnit/kvartil/Median/kvartil. So `Nedre kvartil`=p25, `Øvre kvartil`=p75 are on separate rows ...	2c21d747-eaed-46d6-ad53-5c285fa68493	21440ade-37d8-14d1-d515-0aa4d8d748ae	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01XMmhw37MLJHx9L9NSyXFFV", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/extract_engine.py (1 replacement)" } ], "model": null }	fc614e1d-31fc-ac83-0c72-2efbb248e133	2c21d747-eaed-46d6-ad53-5c285fa68493	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_01WeHXTpysfU9cabudoWDges", "name": "bash", "input": { "command": "cd /home/simonl/Desktop/competiton/pay-equity-for-eu/data/raw/\nPY=/home/simonl/Desktop/competiton/pay-equity-for-eu/.venv/bin/python\n$PY - <<...	14124606-f120-20cc-28f0-88fc357f834f	fc614e1d-31fc-ac83-0c72-2efbb248e133	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01WeHXTpysfU9cabudoWDges", "content": "====== DJOF p61 dual-panel ======\ncols: ['count', 'mean', 'p25', 'median', 'p75', 'count', 'mean', 'p25', 'median', 'p75']\n '2012\\xad14' -> {0: ('count', 7), 1: ('mean', 75...	8c766e5a-1650-f32b-3103-349eb1a9e7e1	14124606-f120-20cc-28f0-88fc357f834f	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Dual-panel now correctly produces 10 columns (two panels of count/mean/p25/median/p75). The two panels need to be split into separate records with the right segment label (kandidater vs mellemudd). Let me detect panel boundaries via the ...	c6290997-0063-78ea-839f-3e5a036a5109	8c766e5a-1650-f32b-3103-349eb1a9e7e1	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01PsSd2oTHT1a6VffCvXFUGp", "content": "p7: panels~1 :: Kandidatår BBrruuttttoolløønn ((ggeennnneemmssnniitt)) Stigning Kandidatår Stigning\np8: panels~1 :: Direktører BBrruuttttoolløønn ((ggeennnneemmssnniitt)) SStti...	0f8f30aa-4368-0382-4698-908e4ed01993	c6290997-0063-78ea-839f-3e5a036a5109	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Clear: pages 56-69 are dual-panel (kandidater \| mellemudd), rest single-panel. The dual panels each have a distinct segment (education-level: candidate vs mid-level). The doubled-character artifact (`BBrruutt...`) is a known pdfplumber i...	34340b5d-a9d7-797f-627e-8aa0c9134663	0f8f30aa-4368-0382-4698-908e4ed01993	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_019WGqq9v9YKicxcFDZuvY6g", "content": "Plan updated:\n\n [x] 1. Audit both PDFs: map all table families and layouts\n [x] 2. Design improved RAG-oriented schema (richer than flat proposal)\n [x] 3. Build IDA extra...	90d46753-3bf1-36c5-7aa3-2879dca2754a	34340b5d-a9d7-797f-627e-8aa0c9134663	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Now let me add panel splitting to the Djøf extractor. I'll detect a large x-gap between consecutive anchors of the same stat (the boundary between panels) and capture panel titles." }, { "type": "tool_use", "id": "too...	ce50c129-5296-0b45-c063-827ef96932f4	90d46753-3bf1-36c5-7aa3-2879dca2754a	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01VMB93dcrpSikuZfXapLzrg", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/extract_engine.py (1 replacement)\n\nValidation warnings:\n ⚠ Python syntax error at line 389: invalid syntax" ...	97fbe59b-049e-d0e6-1fd2-68db9039bb96	ce50c129-5296-0b45-c063-827ef96932f4	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "I introduced a typo `fr+`. Let me fix it." }, { "type": "tool_use", "id": "toolu_01T4Ukoop6arTKgztra3tmab", "name": "edit", "input": { "path": "/home/simonl/Desktop/competiton/pay-equity-for-eu/scr...	4886f619-22d7-79d0-9dda-cd5b48520a14	97fbe59b-049e-d0e6-1fd2-68db9039bb96	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01T4Ukoop6arTKgztra3tmab", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/extract_engine.py (1 replacement)" } ], "model": null }	6ccea25b-ef67-fe2a-942f-13bb10b7beb9	4886f619-22d7-79d0-9dda-cd5b48520a14	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_0131PESavYmCkKNLK25V7wgs", "name": "bash", "input": { "command": "cd /home/simonl/Desktop/competiton/pay-equity-for-eu/data/raw/\nPY=/home/simonl/Desktop/competiton/pay-equity-for-eu/.venv/bin/python\n$PY -c \...	72e67150-5f82-bb5d-0f15-7d9538049b07	6ccea25b-ef67-fe2a-942f-13bb10b7beb9	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_0131PESavYmCkKNLK25V7wgs", "content": "syntax OK\n====== DJOF p61 dual-panel ======\ncols: ['count', 'mean', 'p25', 'median', 'p75', 'count', 'mean', 'p25', 'median', 'p75']\npanels: [([0, 5], 'efter dimittendår og t...	89c69cfa-2792-d162-34dc-aff7f638bd86	72e67150-5f82-bb5d-0f15-7d9538049b07	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Panel splitting works well. p61 panel 1 title is slightly polluted (caught \"efter dimittendår\" from a higher row) but panel 2 correctly = \"Bruttoløn for mellemudd\". And p55 reveals a triple-panel layout (Direktører \| Chefer \| Ikk...	d2ac634f-9c05-d673-ffdc-e859b720f9e4	89c69cfa-2792-d162-34dc-aff7f638bd86	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_017ftSK6QqJCE32DfoeoCev4", "content": "=== p55 hri=6 ===\n row 3 [(64, 'Opdelt'), (91, 'efter'), (120, 'branche'), (144, 'og'), (184, 'stillingskategori')]\n row 4 [(74, 'Mellemudd.'), (109, '(HA,'), (128, 'HD,'), (1...	7614cc3e-5577-f93f-e8d7-0496d2c0231c	d2ac634f-9c05-d673-ffdc-e859b720f9e4	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "The panel title row is the row just above the stat-band that has text aligned over the numeric columns (x > first anchor) but is NOT a stat token. For p55 it's row 5 (Direktører/Chefer/Ikke-chefer), for p61 it's row 5 (Bruttoløn for kand...	e9cdbd6c-7518-fe0a-6f80-521d58abd974	7614cc3e-5577-f93f-e8d7-0496d2c0231c	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01BpfPurGPncrthBqHhLX93C", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/extract_engine.py (1 replacement)" } ], "model": null }	3ac342dd-679b-0215-abf3-c5295d6606a8	e9cdbd6c-7518-fe0a-6f80-521d58abd974	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_01BeZUUjzs7Y7Rea3jb8Jcrr", "name": "edit", "input": { "path": "/home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/extract_engine.py", "old_str": " panels = split_panels(anchors)\n title_fr...	bfebbd64-e0c9-4ec3-f554-83a22a52bbbf	3ac342dd-679b-0215-abf3-c5295d6606a8	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01BeZUUjzs7Y7Rea3jb8Jcrr", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/extract_engine.py (1 replacement)" } ], "model": null }	00f4f3ae-6a59-f1da-2fb4-719c1a1cdbac	bfebbd64-e0c9-4ec3-f554-83a22a52bbbf	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_01Xg4pWMWVu4xt1oRasNNn4b", "name": "bash", "input": { "command": "cd /home/simonl/Desktop/competiton/pay-equity-for-eu/data/raw/\nPY=/home/simonl/Desktop/competiton/pay-equity-for-eu/.venv/bin/python\n$PY - <<...	707e0f34-9677-bd0a-7fe5-16997964e267	00f4f3ae-6a59-f1da-2fb4-719c1a1cdbac	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01Xg4pWMWVu4xt1oRasNNn4b", "content": "p55 branche panels: [([0, 2], \"'Direktører'\"), ([2, 4], \"'Chefer'\"), ([4, 6], \"'Ikke-chefer'\")]\np61 dimittend panels: [([0, 5], \"'televirksomhed kandidater'\"), ([5, 10]...	2b99e0b1-4f5e-dbe2-53cf-c436b6bd6949	707e0f34-9677-bd0a-7fe5-16997964e267	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Panel titles are now clean. There's minor bleed (\"televirksomhed kandidater\" — the page subtitle leaks into panel 1), but the meaningful discriminator (kandidater vs mellemudd) is captured. The extraction engine is solid for both docum...	c25ac7ec-96b5-47ce-305a-bbde56a66d38	2b99e0b1-4f5e-dbe2-53cf-c436b6bd6949	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_0178VSxmQQjxzr8biUaM6FWU", "content": "IDA p11 caption tokens: TABEL 4: CIVILINGENIØRER Bruttoløn fordelt på kandidatårgang. Månedsløn september 2025, privat ansatte. Bonus omfatter resultatløn og engangsbeløb, som i...	92c70e2e-96ab-5665-2ed6-95b8ac7d28c4	c25ac7ec-96b5-47ce-305a-bbde56a66d38	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Both have rich captions: IDA in left margin (`TABEL N: TITLE` + description), Djøf in top rows (`TABEL N` + title + period + \"Opdelt efter X\"). These give me the table title, period, row-dimension (\"fordelt på kandidatårgang\" / \"Opd...	01c069f7-f91a-eae0-39c1-d42b52e5b086	92c70e2e-96ab-5665-2ed6-95b8ac7d28c4	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01H2RrpgsPeXtKH9QKWrt8ZR", "content": "========= IDA captions (left margin) =========\np1: \np4: 4 På 5,0 2024 2024. af 10% 9% 8% 7% 6 % 5 % 4% 3% 2% 1% 0% Årlig\np5: TABEL 1: LØNUDVIKLING 2024-2025 Årlig lønudviklin...	34f42937-d8c3-231a-d6eb-182c2d0fdf99	01c069f7-f91a-eae0-39c1-d42b52e5b086	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "The IDA captions give me table title, the breakdown dimension (\"fordelt på X\"), period (september/maj 2025), and sector context. Note some pages have multiple TABEL captions (p22, p40, p41 contain 2-3 tables) — these will need the page...	56f46332-b74d-94ee-dc2a-f0687210a5e0	34f42937-d8c3-231a-d6eb-182c2d0fdf99	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_017MTsQzo8NKWiAggDDDuKG6", "content": "Wrote 15528 bytes to /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py" } ], "model": null }	8544b44e-224e-d09a-d644-c0e4e796b31d	56f46332-b74d-94ee-dc2a-f0687210a5e0	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_013Ly4UjuYh8qxJYRyhq7VNe", "name": "bash", "input": { "command": "cd /home/simonl/Desktop/competiton/pay-equity-for-eu/\nPY=.venv/bin/python\n$PY scripts/build_dataset.py 2>&1 \| tail -20", "description...	e2990b4c-28b3-d976-04f7-bcb484e30daf	8544b44e-224e-d09a-d644-c0e4e796b31d	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_013Ly4UjuYh8qxJYRyhq7VNe", "content": "IDA: 2114 records\nDjøf: 1051 records\nTOTAL: 3165 records -> /home/simonl/Desktop/competiton/pay-equity-for-eu/data/processed/lonstatistik\n" } ], "model": null }	2b616e1a-6e6d-16bf-c0cc-a602558bcd73	e2990b4c-28b3-d976-04f7-bcb484e30daf	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "3165 records extracted. Let me inspect quality — sample records across both unions and table types." }, { "type": "tool_use", "id": "toolu_01YbwjFQtg1SfZKeLYudc6zg", "name": "bash", "input": { "com...	cd5fc70d-fa07-6980-be3a-35da65390118	2b616e1a-6e6d-16bf-c0cc-a602558bcd73	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01YbwjFQtg1SfZKeLYudc6zg", "content": "total 3165\n--- ida-p011-0116 \| p 11 \| IDA\n title: CIVILINGENIØRER \| sector: private \| dim: kandidatårgang\n row: '1986-1987' \| seg: None ( kandidatårgang )\n exp: 38 39 ...	b7d2bfd4-e0ba-c13d-4b7b-4077f9f6fa40	cd5fc70d-fa07-6980-be3a-35da65390118	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "The data extraction (numbers, percentiles, experience derivation) is excellent. But there are context/metadata bugs to fix:\n\n1. IDA p21 sector wrongly `self_employed` — caption matched \"selvstændig\" from page-header bleed; al...	ddb90cf7-ec56-d30d-eabb-a0c01890e023	b7d2bfd4-e0ba-c13d-4b7b-4077f9f6fa40	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01HmejJsoKqcNusnmjucAEo6", "content": "=== p21 ===\n 0 : TABEL 9\n 1 : Månedsløn ift. uddannelseslængde\n 2 : September 2025\n 3 : Opdelt efter alder\n 4 : HD\n 5 : Bruttoløn\n=== p55 ===\n 0 : TABEL 28\n 1 :...	afb2d63b-5e80-2a4b-8628-9ea919e9e0af	ddb90cf7-ec56-d30d-eabb-a0c01890e023	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Djøf captions have a clean structure: row0=`TABEL N`, row1=title (`Månedsløn ift. X`), row2=period, row3=`Opdelt efter DIM`, row4=group/segment (e.g. \"HD\", \"Mellemudd.\", \"Post- og televirksomhed\", \"Alle kandidater\"). Row4 is the ...	40db5502-0332-b1f9-098f-36a0b56ba1ee	afb2d63b-5e80-2a4b-8628-9ea919e9e0af	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01TdAYUrEiL9ybMbCde5g5Ji", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	e458ade5-1bc9-f276-7966-9b1a18d9d865	40db5502-0332-b1f9-098f-36a0b56ba1ee	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Now fix the IDA sector/dimension contamination. The IDA matrix table (p21) has page-header \"PRIVATANSATTE\" or section bleed causing wrong sector. The left-margin caption for p21 says \"privat ansatte\" so sector should be private. The ...	fda43d15-8116-c3a3-45d6-c88ed8792290	e458ade5-1bc9-f276-7966-9b1a18d9d865	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01RZjWqrTaeZo9UGetASHef7", "content": "p21 caption: TABEL 13: STILLINGSTYPE Bruttoløn fordelt på stil- lingstype og kandidatår- gang. Alle uddannelser. Månedsløn september 2025, privat ansatte. En chef- eller senior-...	b7afd01e-6734-17c9-5259-b424a9148e63	fda43d15-8116-c3a3-45d6-c88ed8792290	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "The caption includes a long description (\"...selvstændigt ansvar...\") which trips `guess_sector`. Fix: only classify sector from the part of the caption before the period/end of the table-defining sentence, and dehyphenate. Let me ...	ffdfb015-398b-5244-c72e-68eb39fca5a8	b7afd01e-6734-17c9-5259-b424a9148e63	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_018dLivqvmKvz1qz2uTJkpbc", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	2ec49ec7-62b8-7961-3040-fc4d681a1406	ffdfb015-398b-5244-c72e-68eb39fca5a8	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_01P5YtDBiiE9zy49KDUgXFdK", "name": "edit", "input": { "path": "/home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py", "old_str": "def parse_caption(text: str) -> dict:\n table_...	a49170b6-39f6-f8f8-067a-f52234248c20	2ec49ec7-62b8-7961-3040-fc4d681a1406	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01P5YtDBiiE9zy49KDUgXFdK", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	d92ff859-8da9-a074-003a-6c866e28df07	a49170b6-39f6-f8f8-067a-f52234248c20	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Now fix the Djøf age parsing (de-hyphenated label) and pay_concept for matrix. The AGE_RE uses norm() which keeps the soft-hyphen as `-`. Let me check parse_age with \"25-29 år\" and also handle `table_group` in djof records. Let me upda...	a6504dd5-d884-cbfc-06ba-fd398a2ffdcf	d92ff859-8da9-a074-003a-6c866e28df07	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_019x7jM6jE99qfU283MujnPU", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	95ca5667-b6bc-4ab5-2db2-aab3e1a45432	a6504dd5-d884-cbfc-06ba-fd398a2ffdcf	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_017NverK6CrzHv11vV8nLKGv", "name": "edit", "input": { "path": "/home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py", "old_str": " \"segment_dimension\": None,\n \"s...	7a9e9cbb-1606-9d40-5b1c-66a6c8e54bc6	95ca5667-b6bc-4ab5-2db2-aab3e1a45432	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_017NverK6CrzHv11vV8nLKGv", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	42bedbfe-44ef-879f-8547-63fa56c9225f	7a9e9cbb-1606-9d40-5b1c-66a6c8e54bc6	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Now fix the matrix pay_concept (IDA matrix shouldn't be annual_income unless self_employed) — that's already keyed on sector, which I just fixed. Let me also verify age parsing works. Let me rerun and re-inspect." }, { "typ...	f2d43ecd-bc50-218e-40a0-6992dc65c5f9	42bedbfe-44ef-879f-8547-63fa56c9225f	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01MQHGEq55W72e7LJhUARSa9", "content": "IDA: 2114 records\nDjøf: 1051 records\nTOTAL: 3165 records -> /home/simonl/Desktop/competiton/pay-equity-for-eu/data/processed/lonstatistik\n==========\n--- ida-p021-1400 \| p 21...	e26bf81d-5286-28af-1220-9bcdecc79688	f2d43ecd-bc50-218e-40a0-6992dc65c5f9	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Most issues fixed: sectors are now sensible (private/state/municipal/regional/self_employed all present), pay_concept correct, title and table_group clean. \n\nTwo remaining refinements:\n1. Djøf age rows (`25-29 år`) still get `age:...	b1cda9a4-4f11-7c90-138c-898fc42d0bbb	e26bf81d-5286-28af-1220-9bcdecc79688	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_013gLF5DoiVxeHCGXs6WUUen", "content": "'25-29 år' norm= '25-29 aar' kind= category age= (None, None)\n'25\\xad29 år' norm= '2529 aar' kind= category age= (None, None)\n'60 år og derover' norm= '60 aar og derover' kin...	571daad6-c69d-a633-c4d1-25a707bdad5d	b1cda9a4-4f11-7c90-138c-898fc42d0bbb	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Two bugs: (1) `norm` converts `år`→`aar` so AGE_RE's `år` never matches; (2) the soft-hyphen gets stripped by norm so \"2529\" becomes one number. I should run AGE_RE on the cleaned label (soft-hyphen→regular hyphen) not norm. Let me...	c9169fdd-6e99-c816-85bd-d15979ab97ee	571daad6-c69d-a633-c4d1-25a707bdad5d	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01Nk6xHpGiiZpq4XJrBeSqCV", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	de089f79-b82c-e220-6195-d3732e8f7ee6	c9169fdd-6e99-c816-85bd-d15979ab97ee	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_01WYYA9zxDy1jpfnfVfZ2bai", "name": "edit", "input": { "path": "/home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py", "old_str": "def parse_age(label: str):\n m = AGE_RE.search...	bacf8548-428c-0cbc-f19d-a2a84db65da0	de089f79-b82c-e220-6195-d3732e8f7ee6	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01WYYA9zxDy1jpfnfVfZ2bai", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	da1900ec-3229-0816-073b-6d3538e59104	bacf8548-428c-0cbc-f19d-a2a84db65da0	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Now fix the segment_label logic: for `age`/`graduation_year`/`total` rows in single-panel tables, segment_label should be None (the row IS the breakdown). Only `category` rows should set segment_label = row_label. Let me update both buil...	6e445fad-ae37-b053-6f53-ccb60bf721d4	da1900ec-3229-0816-073b-6d3538e59104	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01XXVhSUJ2PmCAPpZtFNNgy8", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	a3fe66c9-94e6-9c29-a847-423153701184	6e445fad-ae37-b053-6f53-ccb60bf721d4	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Now let me improve the dual-panel segment label. The panel title bleeds page subtitle. Better: use the panel's distinguishing keyword (kandidater / mellemudd) combined with table_group. Let me clean the panel title to just the discrimina...	9d58e202-085c-676f-b871-01e9a45fff0f	a3fe66c9-94e6-9c29-a847-423153701184	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_015YNtiadkX2cVGnVTMiZJnN", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	e2990bfd-8115-620d-a898-a00bbd2b1f2d	9d58e202-085c-676f-b871-01e9a45fff0f	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_01S65xo7qHit4eQT4nsB4RY5", "name": "edit", "input": { "path": "/home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py", "old_str": "def clean_label(s: str) -> str:\n s = s.replac...	52edb778-ed76-fe9e-35bd-8607911fdd87	e2990bfd-8115-620d-a898-a00bbd2b1f2d	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01S65xo7qHit4eQT4nsB4RY5", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	e8066dd7-6334-17be-890e-096470f8b770	52edb778-ed76-fe9e-35bd-8607911fdd87	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_01JhacLb5ZfUe5zThJPi5HZM", "name": "bash", "input": { "command": "cd /home/simonl/Desktop/competiton/pay-equity-for-eu/\nPY=.venv/bin/python\n$PY scripts/build_dataset.py 2>&1 \| tail -4\necho \"==========\"\n$...	12e83ddc-889e-85ab-1af7-9b497f554f42	e8066dd7-6334-17be-890e-096470f8b770	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01JhacLb5ZfUe5zThJPi5HZM", "content": "IDA: 2114 records\nDjøf: 1051 records\nTOTAL: 3165 records -> /home/simonl/Desktop/competiton/pay-equity-for-eu/data/processed/lonstatistik\n==========\n--- djof-p021-0236 p 21 ...	8afccc57-1658-7ddc-c85c-a0d08445668e	12e83ddc-889e-85ab-1af7-9b497f554f42	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "All fixes work: age parsed (25-29), dual-panel segments canonicalized (\"Kandidater (master's degree)\"), experience derived for 2053 records. The `table_group` (\"HD\", \"Post- og televirksomhed\") gives the table-level context. \n\nNow...	70e33b00-92b6-54cb-8160-39a4461ca46d	8afccc57-1658-7ddc-c85c-a0d08445668e	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01NZc2gQWGqXdmprEbHZdShW", "content": "Djøf table_group values:\n 'Alle kandidater' 96\n 'Teamchef/Teamleader 114 75.981 65.000 75.019 84.978 94.011' 60\n 'HA og bachelorer' 49\n 'Mellemudd. (HA, HD, BA)' 41\...	883d67c9-29d4-7c11-5464-feca59d405f6	70e33b00-92b6-54cb-8160-39a4461ca46d	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Found a bug: on some Djøf pages, the `table_group`/`row_dimension` captured an actual data row (e.g. \"Teamchef/Teamleader 114 75.981...\"). This happens when the table starts higher on the page (no clean row4 separator) — the caption pa...	b3f9ab2a-28bd-d911-4d2a-6bce6958edfa	883d67c9-29d4-7c11-5464-feca59d405f6	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01QadAgV13tKE9KPBo6ADTB5", "content": "pages with data-row leak into table_group: []\n" } ], "model": null }	7ce24702-7667-8adc-52d5-e38781cdbea0	b3f9ab2a-28bd-d911-4d2a-6bce6958edfa	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_01XBXYrc9pPBi6M3xMpTgj4f", "name": "bash", "input": { "command": "cd /home/simonl/Desktop/competiton/pay-equity-for-eu/\nPY=.venv/bin/python\n$PY - <<'EOF'\nimport json,re\nrecs=json.load(open('data/processed/...	89a57879-7095-2210-5686-9bb7f1a6edb6	7ce24702-7667-8adc-52d5-e38781cdbea0	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01XBXYrc9pPBi6M3xMpTgj4f", "content": "pages with numeric leak: [(16, 60), (17, 28), (20, 39), (23, 11), (25, 37), (34, 24), (37, 36), (40, 37), (41, 22), (44, 39), (45, 3), (48, 40), (49, 6), (52, 31)]\n--- p16 top ...	1f71836b-b796-11f8-a3b6-b79e78e25f41	89a57879-7095-2210-5686-9bb7f1a6edb6	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Found it. FORTSAT (continuation) pages have a compressed caption: row0=`TABEL N (FORTSAT)`, row1=`Stilling Bruttoløn`, row2=`<subgroup> (fortsat) Antal Gennemsnit...` (header), then data starts at row3. My parser mis-assigns. \n\nTwo...	49f2a7ae-ccb1-83a2-9669-b7b671e36dfe	1f71836b-b796-11f8-a3b6-b79e78e25f41	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01GkUzgNaPYJdij7ecqM4Nr2", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	5af31f4a-4810-0b5c-21e4-a57b4222ae4c	49f2a7ae-ccb1-83a2-9669-b7b671e36dfe	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Now update `process_pdf` to track previous context for FORTSAT inheritance." }, { "type": "tool_use", "id": "toolu_019L4fqwmQ2aKgfY5Xtz9eTE", "name": "edit", "input": { "path": "/home/simonl/Deskto...	2f08400b-1fe3-6225-95f1-ddecf905ff2a	5af31f4a-4810-0b5c-21e4-a57b4222ae4c	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_019L4fqwmQ2aKgfY5Xtz9eTE", "content": "Edited /home/simonl/Desktop/competiton/pay-equity-for-eu/scripts/build_dataset.py (1 replacement)" } ], "model": null }	08f6f8f0-ada3-59b6-6fd6-8b4a4c5d3771	2f08400b-1fe3-6225-95f1-ddecf905ff2a	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "tool_use", "id": "toolu_019ajZ8ku6oJLQ4S81G1rpuS", "name": "bash", "input": { "command": "cd /home/simonl/Desktop/competiton/pay-equity-for-eu/\nPY=.venv/bin/python\n$PY scripts/build_dataset.py 2>&1 \| tail -4\necho \"==========\"\n$...	0acc08ae-774a-052f-8c16-1fab61512f08	08f6f8f0-ada3-59b6-6fd6-8b4a4c5d3771	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_019ajZ8ku6oJLQ4S81G1rpuS", "content": "IDA: 2114 records\nDjøf: 1051 records\nTOTAL: 3165 records -> /home/simonl/Desktop/competiton/pay-equity-for-eu/data/processed/lonstatistik\n==========\nnumeric-leak pages: [16,...	c9cf7cfb-7e9b-5a6d-632a-e567a30723be	0acc08ae-774a-052f-8c16-1fab61512f08	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "Wait — p16/p17 in that output are IDA pages (ARBEJDSOMRÅDE/BRANCHE), not Djøf. The leak pages are now IDA. Let me check IDA's leak — its lattice extraction may have row-label contamination. Let me look." }, { "type": "t...	1163bdb2-3b6f-e5a3-1687-833adcd2f82f	c9cf7cfb-7e9b-5a6d-632a-e567a30723be	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01Rixg6pJN29zhGNBqopoquK", "content": "p16 (IDA): 60 leaks\n dim: 'stilling' \| seg: None \| row: 'Account Manager'\n dim: 'stilling' \| seg: None \| row: 'Account Manager'\np17 (IDA): 28 leaks\n dim: 'stilling' \| ...	2be32c3d-75f5-3b57-0c5b-4d24ce3afc79	1163bdb2-3b6f-e5a3-1687-833adcd2f82f	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "My leak detector was over-broad — these aren't actually leaks. Looking closer: p16/p17/p20/p23 show `dim: 'stilling'`, `row: 'Account Manager'` which is correct (these are Djøf stilling tables — my page numbering in the cross-PDF com...	b0a097dc-0116-f7a6-8d91-c6ca761e1cdd	2be32c3d-75f5-3b57-0c5b-4d24ce3afc79	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
user	{ "role": "user", "content": [ { "type": "tool_result", "tool_use_id": "toolu_01LiFETtCsD12bRw9ckUYsZ8", "content": "p16 unions: Counter({'IDA': 370, 'Djøf': 60})\np17 unions: Counter({'IDA': 408, 'Djøf': 28})\n" } ], "model": null }	59820f6d-036f-044e-40c6-d3c811494923	b0a097dc-0116-f7a6-8d91-c6ca761e1cdd	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046
assistant	{ "role": "assistant", "content": [ { "type": "text", "text": "That's the confusion — `source_page` collides between the two PDFs (both have a page 16). The records themselves are fine; my leak-check just conflated them. Let me re-verify the actual Djøf p16 (FORTSAT) records are now clean." }, ...	22db160d-2a2a-6605-d711-fd716e797134	59820f6d-036f-044e-40c6-d3c811494923	2aa94608-2c0c-4291-9bf5-140022bac757	2026-06-10T16:15:05.404046

End of preview.

ML Intern session traces

This dataset contains ML Intern coding agent session traces uploaded from local ML Intern runs. The traces are stored as JSON Lines files under sessions/, with one file per session.

Data description

Each *.jsonl file contains a single ML Intern session converted to a Claude-Code-style event stream for the Hugging Face Agent Trace Viewer. Entries can include user messages, assistant messages, tool calls, tool results, model metadata, and timestamps.

Session files are written to paths of the form:

sessions/YYYY-MM-DD/<session_id>.jsonl

Redaction and review

WARNING: no comprehensive redaction or human review has been performed for this dataset.

ML Intern applies automated best-effort scrubbing for common secret patterns such as Hugging Face, GitHub, AWS, and provider API tokens before upload. This is not a privacy guarantee.

These traces may contain sensitive information, including prompts, code, terminal output, file paths, repository names, private task context, tool outputs, or other data from the local development environment. Treat every session as potentially sensitive.

Do not make this dataset public unless you have manually inspected the uploaded sessions and are comfortable sharing their full contents.

Limitations

Coding agent transcripts can include private or off-topic content, failed experiments, credentials accidentally pasted by a user, and outputs copied from local files or services. Use with appropriate caution, especially before changing repository visibility.

Downloads last month: 58

Total file size:

1.06 MB

ML Intern session traces

Links

Data description

Redaction and review

Limitations