Triple

T18838433

Position	Surface form	Disambiguated ID	Type / Status
Subject	French Ministry of Social Affairs	`E460725`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	French Ministry of Labour (when separate) The French Ministry of Labour (when separate) is the government department responsible for national labour policy, employment regulation, workplace conditions, and social dialogue with employers and trade unions in France.	`E1345793`	NE FINISHED

How this triple was built (4 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 (when separate) | Statement: [French Ministry of Social Affairs, collaboratesWith, French Ministry of Labour (when separate)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: French Ministry of Labour (when separate)
Context triple: [French Ministry of Social Affairs, collaboratesWith, French Ministry of Labour (when separate)]

A. Minister of Labour (France)
The Minister of Labour (France) is a senior government official responsible for national labor policy, employment regulation, and overseeing relations between employers, employees, and trade unions.
B. French Ministry of Social Affairs
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.
C. 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.
D. Minister of Social Affairs (France)
The Minister of Social Affairs in France is a government cabinet position responsible for overseeing social welfare, labor, health insurance, and related social protection policies.
E. Ministry of the Interior of France
The Ministry of the Interior of France is the government department responsible for internal security, law enforcement, civil protection, and the administration of local authorities across the country.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: French Ministry of Labour (when separate)
Triple: [French Ministry of Social Affairs, collaboratesWith, French Ministry of Labour (when separate)]

Generated description

The French Ministry of Labour (when separate) is the government department responsible for national labour policy, employment regulation, workplace conditions, and social dialogue with employers and trade unions in France.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: French Ministry of Labour (when separate)
Target entity description: The French Ministry of Labour (when separate) is the government department responsible for national labour policy, employment regulation, workplace conditions, and social dialogue with employers and trade unions in France.

A. Minister of Labour (France)
The Minister of Labour (France) is a senior government official responsible for national labor policy, employment regulation, and overseeing relations between employers, employees, and trade unions.
B. French Ministry of Social Affairs
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.
C. 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.
D. Minister of Social Affairs (France)
The Minister of Social Affairs in France is a government cabinet position responsible for overseeing social welfare, labor, health insurance, and related social protection policies.
E. Ministry of the Interior of France
The Ministry of the Interior of France is the government department responsible for internal security, law enforcement, civil protection, and the administration of local authorities across the country.
F. None of above. chosen

Provenance (5 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_69d8dcfa11e4819090ab1ef5bdcd2b2e`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5a99f443881909516a82208fd0178`	completed	April 20, 2026, 4:20 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a05676d1c3881908db136393120556b`	completed	May 14, 2026, 6:10 a.m.
NEDg	Description generation	`batch_6a0568c3d824819097edb11f438230c6`	completed	May 14, 2026, 6:16 a.m.
NED2	Entity disambiguation (via description)	`batch_6a05693746848190bac92fda0cdc3dc7`	completed	May 14, 2026, 6:18 a.m.

Created at: April 10, 2026, 11:56 a.m.