Triple

T2900165
Position Surface form Disambiguated ID Type / Status
Subject National Gendarmerie E62635 entity
Predicate hasSpecialUnit P1198 FINISHED
Object GIGN
GIGN is an elite French special operations unit of the National Gendarmerie, renowned for counter-terrorism, hostage rescue, and high-risk law enforcement missions.
E307878 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: GIGN | Statement: [National Gendarmerie, hasSpecialUnit, GIGN]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GIGN
Context triple: [National Gendarmerie, hasSpecialUnit, GIGN]
  • A. National Gendarmerie
    The National Gendarmerie is France’s national military police force responsible for law enforcement, public safety, and security across much of the country, particularly in rural and suburban areas.
  • B. French Forces of the Interior
    The French Forces of the Interior were the unified command of the French Resistance during World War II, coordinating partisan and guerrilla operations against German occupation and the Vichy regime.
  • C. GIS (Gruppo di Intervento Speciale)
    GIS (Gruppo di Intervento Speciale) is an elite Italian special forces unit specializing in counter-terrorism, hostage rescue, and high-risk law enforcement operations.
  • D. French Naval Special Forces
    The French Naval Special Forces are an elite maritime commando unit of France’s armed forces, specializing in naval special operations such as counter-terrorism, reconnaissance, and hostage rescue at sea and in coastal environments.
  • E. Protectorate gendarmerie
    The Protectorate gendarmerie was the uniformed police force responsible for maintaining public order and enforcing occupation policies in the Nazi-controlled Protectorate of Bohemia and Moravia during World War II.
  • 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: GIGN
Triple: [National Gendarmerie, hasSpecialUnit, GIGN]
Generated description
GIGN is an elite French special operations unit of the National Gendarmerie, renowned for counter-terrorism, hostage rescue, and high-risk law enforcement missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GIGN
Target entity description: GIGN is an elite French special operations unit of the National Gendarmerie, renowned for counter-terrorism, hostage rescue, and high-risk law enforcement missions.
  • A. National Gendarmerie
    The National Gendarmerie is France’s national military police force responsible for law enforcement, public safety, and security across much of the country, particularly in rural and suburban areas.
  • B. French Forces of the Interior
    The French Forces of the Interior were the unified command of the French Resistance during World War II, coordinating partisan and guerrilla operations against German occupation and the Vichy regime.
  • C. GIS (Gruppo di Intervento Speciale)
    GIS (Gruppo di Intervento Speciale) is an elite Italian special forces unit specializing in counter-terrorism, hostage rescue, and high-risk law enforcement operations.
  • D. French Naval Special Forces
    The French Naval Special Forces are an elite maritime commando unit of France’s armed forces, specializing in naval special operations such as counter-terrorism, reconnaissance, and hostage rescue at sea and in coastal environments.
  • E. Protectorate gendarmerie
    The Protectorate gendarmerie was the uniformed police force responsible for maintaining public order and enforcing occupation policies in the Nazi-controlled Protectorate of Bohemia and Moravia during World War II.
  • 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_69ab4c3e070c8190b78d3d2c005876dd completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abe0b081308190af8875151fb11c4e completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0318c544881909f6aabfb2d25e724 completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b038fdc7e881909dd0b6fd4f692e4a completed March 10, 2026, 3:30 p.m.
NED2 Entity disambiguation (via description) batch_69b03bca591c81908b3734cc8f2e712b completed March 10, 2026, 3:42 p.m.
Created at: March 6, 2026, 10:10 p.m.