Triple

T2645579

Position	Surface form	Disambiguated ID	Type / Status
Subject	Special Operations Command (France)	`E62974`	entity
Predicate	formedAs	`P972`	FINISHED
Object	unified special operations headquarters The unified special operations headquarters is the central French military command structure that oversees and coordinates all of France’s special operations forces.	`E285481`	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: unified special operations headquarters | Statement: [Special Operations Command (France), formedAs, unified special operations headquarters]

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

Target entity: unified special operations headquarters
Context triple: [Special Operations Command (France), formedAs, unified special operations headquarters]

A. Office of Special Operations
The Office of Special Operations was a post–World War II U.S. intelligence organization within the State Department that handled clandestine intelligence collection and covert activities before its functions were absorbed into the Central Intelligence Agency.
B. División de Fuerzas Especiales
The División de Fuerzas Especiales is an elite formation of the Chilean Army specializing in high-readiness, special operations and rapid deployment missions.
C. Armed Forces Special Operations Division
The Armed Forces Special Operations Division is a tri-service Indian military formation that integrates elite special forces from the Army, Navy, and Air Force for high-risk, strategic operations.
D. Special Operations Bureau
The Special Operations Bureau is a specialized division of the New York City Police Department responsible for handling high-risk, tactical, and emergency response operations.
E. Special Operations Center
The Special Operations Center is an elite tactical unit of Russia’s Federal Security Service (FSB) responsible for high-risk counterterrorism, hostage rescue, and special operations.
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: unified special operations headquarters
Triple: [Special Operations Command (France), formedAs, unified special operations headquarters]

Generated description

The unified special operations headquarters is the central French military command structure that oversees and coordinates all of France’s special operations forces.

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

Target entity: unified special operations headquarters
Target entity description: The unified special operations headquarters is the central French military command structure that oversees and coordinates all of France’s special operations forces.

A. Office of Special Operations
The Office of Special Operations was a post–World War II U.S. intelligence organization within the State Department that handled clandestine intelligence collection and covert activities before its functions were absorbed into the Central Intelligence Agency.
B. División de Fuerzas Especiales
The División de Fuerzas Especiales is an elite formation of the Chilean Army specializing in high-readiness, special operations and rapid deployment missions.
C. Armed Forces Special Operations Division
The Armed Forces Special Operations Division is a tri-service Indian military formation that integrates elite special forces from the Army, Navy, and Air Force for high-risk, strategic operations.
D. Special Operations Bureau
The Special Operations Bureau is a specialized division of the New York City Police Department responsible for handling high-risk, tactical, and emergency response operations.
E. Special Operations Center
The Special Operations Center is an elite tactical unit of Russia’s Federal Security Service (FSB) responsible for high-risk counterterrorism, hostage rescue, and special operations.
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_69ab4c3f2dcc819082df80f5e032f690`	completed	March 6, 2026, 9:50 p.m.
NER	Named-entity recognition	`batch_69abd917192081908e7a2cf780a17b83`	completed	March 7, 2026, 7:51 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af98c50d108190b716dd51c34d3759`	completed	March 10, 2026, 4:06 a.m.
NEDg	Description generation	`batch_69af9952a95881908d01aa13f5feef43`	completed	March 10, 2026, 4:08 a.m.
NED2	Entity disambiguation (via description)	`batch_69af99e68f10819094d758d3a4bc2e9c`	completed	March 10, 2026, 4:11 a.m.

Created at: March 6, 2026, 9:53 p.m.