Triple
T12436357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Anne Hidalgo |
E297152
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | French Ministry of Labour |
E460725
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: French Ministry of Labour | Statement: [Anne Hidalgo, employer, French Ministry of Labour]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French Ministry of Labour Context triple: [Anne Hidalgo, employer, French Ministry of Labour]
-
A.
French Ministry of Social Affairs
chosen
The French Ministry of Social Affairs is a government department responsible for national social policy, including welfare, public health, labor, and social protection programs in France.
-
B.
French Ministry of Economic Affairs
The French Ministry of Economic Affairs is a government department responsible for shaping and implementing France’s economic, financial, and industrial policy.
-
C.
French Ministry of Commerce and Industry
The French Ministry of Commerce and Industry was a government department responsible for overseeing France’s commercial policy, industrial development, and major trade-related initiatives during the late 19th and early 20th centuries.
-
D.
Ministry of the Civil Service of France
The Ministry of the Civil Service of France is the government department responsible for designing and implementing policies related to public sector employment, careers, and working conditions for French civil servants.
-
E.
French Ministry of Finance
The French Ministry of Finance is the government department responsible for managing France’s public finances, economic policy, taxation, and the national budget.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d8c8fd481909b35ac504127a1b6 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f06d16481909ed2eb5195ebd7e4 |
completed | May 2, 2026, 6:14 p.m. |
Created at: April 8, 2026, 9:55 p.m.