Triple

T3135781

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pierre Bérégovoy	`E65525`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	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.	`E328899`	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: Minister of Social Affairs (France) | Statement: [Pierre Bérégovoy, positionHeld, Minister of Social Affairs (France)]

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

Target entity: Minister of Social Affairs (France)
Context triple: [Pierre Bérégovoy, positionHeld, Minister of Social Affairs (France)]

A. Minister of Pensions of France
The Minister of Pensions of France is a government cabinet position responsible for overseeing veterans’ affairs, war pensions, and related social benefits for former service members and their families.
B. Minister of Social Affairs (Belgium)
The Minister of Social Affairs (Belgium) is the federal government official responsible for national social policy, including social security, public health, and welfare programs.
C. State Secretary for Social Affairs and Employment
The State Secretary for Social Affairs and Employment is a Dutch junior cabinet post responsible for specific aspects of national labor, social security, and welfare policy under the Ministry of Social Affairs and Employment.
D. Commissioner for Social Affairs
The Commissioner for Social Affairs is a senior African Union official responsible for guiding continental policies and programs on health, labor, social protection, and related human development issues.
E. Minister of Justice of France
The Minister of Justice of France is the government official who heads the justice ministry, oversees the judicial system and public prosecutions, and serves as the nation’s Keeper of the Seals.
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: Minister of Social Affairs (France)
Triple: [Pierre Bérégovoy, positionHeld, Minister of Social Affairs (France)]

Generated description

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.

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

Target entity: Minister of Social Affairs (France)
Target entity description: 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.

A. Minister of Pensions of France
The Minister of Pensions of France is a government cabinet position responsible for overseeing veterans’ affairs, war pensions, and related social benefits for former service members and their families.
B. Minister of Social Affairs (Belgium)
The Minister of Social Affairs (Belgium) is the federal government official responsible for national social policy, including social security, public health, and welfare programs.
C. State Secretary for Social Affairs and Employment
The State Secretary for Social Affairs and Employment is a Dutch junior cabinet post responsible for specific aspects of national labor, social security, and welfare policy under the Ministry of Social Affairs and Employment.
D. Commissioner for Social Affairs
The Commissioner for Social Affairs is a senior African Union official responsible for guiding continental policies and programs on health, labor, social protection, and related human development issues.
E. Minister of Justice of France
The Minister of Justice of France is the government official who heads the justice ministry, oversees the judicial system and public prosecutions, and serves as the nation’s Keeper of the Seals.
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_69ad8581c25c8190b0d85ba9b9baa531`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69ada5637de0819089393429c4017298`	completed	March 8, 2026, 4:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b20f8793488190aa31040edaf1d627`	completed	March 12, 2026, 12:57 a.m.
NEDg	Description generation	`batch_69b2103d83688190b107ecbacac604c1`	completed	March 12, 2026, 1 a.m.
NED2	Entity disambiguation (via description)	`batch_69b210a290088190aaa10a015519e1de`	completed	March 12, 2026, 1:02 a.m.

Created at: March 8, 2026, 3:05 p.m.