Triple

T14091864

Position	Surface form	Disambiguated ID	Type / Status
Subject	IFP School	`E339151`	entity
Predicate	affiliation	`P10`	FINISHED
Object	French Ministry in charge of energy The French Ministry in charge of energy is the national government department responsible for defining and implementing France’s energy policy, including regulation of energy markets, promotion of energy transition, and oversight of energy security.	`E1080311`	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 in charge of energy | Statement: [IFP School, affiliation, French Ministry in charge of energy]

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

Target entity: French Ministry in charge of energy
Context triple: [IFP School, affiliation, French Ministry in charge of energy]

A. 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.
B. French Energy Regulatory Commission
The French Energy Regulatory Commission is France’s independent public authority responsible for overseeing and regulating the country’s electricity and gas markets.
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. 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.
E. French Ministry of Equipment
The French Ministry of Equipment was a former government department in France responsible for public works, infrastructure, transport, and spatial planning.
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 in charge of energy
Triple: [IFP School, affiliation, French Ministry in charge of energy]

Generated description

The French Ministry in charge of energy is the national government department responsible for defining and implementing France’s energy policy, including regulation of energy markets, promotion of energy transition, and oversight of energy security.

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

Target entity: French Ministry in charge of energy
Target entity description: The French Ministry in charge of energy is the national government department responsible for defining and implementing France’s energy policy, including regulation of energy markets, promotion of energy transition, and oversight of energy security.

A. 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.
B. French Energy Regulatory Commission
The French Energy Regulatory Commission is France’s independent public authority responsible for overseeing and regulating the country’s electricity and gas markets.
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. 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.
E. French Ministry of Equipment
The French Ministry of Equipment was a former government department in France responsible for public works, infrastructure, transport, and spatial planning.
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_69d81c69b5c8819094aa1abf18302908`	completed	April 9, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69de5ee47f0881908aea8b5231b93f2f`	completed	April 14, 2026, 3:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fcd0a7aab88190949cf1fd8e11b050`	completed	May 7, 2026, 5:49 p.m.
NEDg	Description generation	`batch_69fcd5ad82388190a196d811734cdca2`	completed	May 7, 2026, 6:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69fcd63a114881909ff7b2df937d24df`	completed	May 7, 2026, 6:13 p.m.

Created at: April 9, 2026, 10:22 p.m.