Triple

T106228

Position	Surface form	Disambiguated ID	Type / Status
Subject	French Air Force	`E2142`	entity
Predicate	subordinateTo	`P258`	FINISHED
Object	Ministry of the Armed Forces of France The Ministry of the Armed Forces of France is the French government department responsible for national defense policy, military planning, and oversight of all branches of the French Armed Forces.	`E13062`	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: Ministry of the Armed Forces of France | Statement: [French Air Force, subordinateTo, Ministry of the Armed Forces of France]

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

Target entity: Ministry of the Armed Forces of France
Context triple: [French Air Force, subordinateTo, Ministry of the Armed Forces of France]

A. French Armed Forces
The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
B. French Ministry of Foreign Affairs
The French Ministry of Foreign Affairs is the government department responsible for managing France’s international relations, diplomacy, and foreign policy.
C. French Air Force
The French Air Force is the aerial warfare branch of France’s armed forces, responsible for air defense, power projection, and support operations in national and international missions.
D. 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.
E. Permanent Mission of France to the United Nations
The Permanent Mission of France to the United Nations is France’s official diplomatic representation to the UN, responsible for advancing French foreign policy and negotiating on France’s behalf within the organization.
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: Ministry of the Armed Forces of France
Triple: [French Air Force, subordinateTo, Ministry of the Armed Forces of France]

Generated description

The Ministry of the Armed Forces of France is the French government department responsible for national defense policy, military planning, and oversight of all branches of the French Armed Forces.

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

Target entity: Ministry of the Armed Forces of France
Target entity description: The Ministry of the Armed Forces of France is the French government department responsible for national defense policy, military planning, and oversight of all branches of the French Armed Forces.

A. French Armed Forces
The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
B. French Ministry of Foreign Affairs
The French Ministry of Foreign Affairs is the government department responsible for managing France’s international relations, diplomacy, and foreign policy.
C. French Air Force
The French Air Force is the aerial warfare branch of France’s armed forces, responsible for air defense, power projection, and support operations in national and international missions.
D. 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.
E. Permanent Mission of France to the United Nations
The Permanent Mission of France to the United Nations is France’s official diplomatic representation to the UN, responsible for advancing French foreign policy and negotiating on France’s behalf within the organization.
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_69a24e0a5b7c81908d52da08c60dabc4`	completed	Feb. 28, 2026, 2:08 a.m.
NER	Named-entity recognition	`batch_69a256c96e5481908c67f69e99978292`	completed	Feb. 28, 2026, 2:45 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2917a5a7081909f1c3ec53bc51dfb`	completed	Feb. 28, 2026, 6:55 a.m.
NEDg	Description generation	`batch_69a2940c5a448190a7f5f9a24cd13440`	completed	Feb. 28, 2026, 7:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69a295d0d658819085a125015f087dfb`	completed	Feb. 28, 2026, 7:14 a.m.

Created at: Feb. 28, 2026, 2:12 a.m.