Triple

T8721878
Position Surface form Disambiguated ID Type / Status
Subject FAMAS Félin E207029 entity
Predicate project P43804 FINISHED
Object FÉLIN (Fantassin à Équipements et Liaisons Intégrés)
FÉLIN (Fantassin à Équipements et Liaisons Intégrés) is a French integrated infantry soldier modernization system that combines advanced weapons, communications, protection, and situational awareness equipment to enhance combat effectiveness on the battlefield.
E752863 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: FÉLIN (Fantassin à Équipements et Liaisons Intégrés) | Statement: [FAMAS Félin, project, FÉLIN (Fantassin à Équipements et Liaisons Intégrés)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FÉLIN (Fantassin à Équipements et Liaisons Intégrés)
Context triple: [FAMAS Félin, project, FÉLIN (Fantassin à Équipements et Liaisons Intégrés)]
  • A. JFHQ-C Army
    JFHQ-C Army is the U.S. Army’s component headquarters responsible for planning, coordinating, and conducting cyberspace operations in support of joint and Army missions.
  • B. French Army Light Aviation
    French Army Light Aviation is the helicopter aviation branch of the French Army, responsible for providing aerial reconnaissance, attack, transport, and support capabilities to ground forces.
  • C. Marine Troops (Troupes de marine)
    Marine Troops (Troupes de marine) are a historic French Army corps specialized in overseas, amphibious, and expeditionary operations, often serving as elite infantry in foreign deployments.
  • 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. Catroux
    Catroux is a French surname most notably borne by Georges Catroux, a prominent French general and diplomat of the 20th century.
  • 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: FÉLIN (Fantassin à Équipements et Liaisons Intégrés)
Triple: [FAMAS Félin, project, FÉLIN (Fantassin à Équipements et Liaisons Intégrés)]
Generated description
FÉLIN (Fantassin à Équipements et Liaisons Intégrés) is a French integrated infantry soldier modernization system that combines advanced weapons, communications, protection, and situational awareness equipment to enhance combat effectiveness on the battlefield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FÉLIN (Fantassin à Équipements et Liaisons Intégrés)
Target entity description: FÉLIN (Fantassin à Équipements et Liaisons Intégrés) is a French integrated infantry soldier modernization system that combines advanced weapons, communications, protection, and situational awareness equipment to enhance combat effectiveness on the battlefield.
  • A. JFHQ-C Army
    JFHQ-C Army is the U.S. Army’s component headquarters responsible for planning, coordinating, and conducting cyberspace operations in support of joint and Army missions.
  • B. French Army Light Aviation
    French Army Light Aviation is the helicopter aviation branch of the French Army, responsible for providing aerial reconnaissance, attack, transport, and support capabilities to ground forces.
  • C. Marine Troops (Troupes de marine)
    Marine Troops (Troupes de marine) are a historic French Army corps specialized in overseas, amphibious, and expeditionary operations, often serving as elite infantry in foreign deployments.
  • 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. Catroux
    Catroux is a French surname most notably borne by Georges Catroux, a prominent French general and diplomat of the 20th century.
  • 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d0609f48190adc56226724b16c6 completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf28f599a481908e93bc5b5c41296e completed April 3, 2026, 2:41 a.m.
NEDg Description generation batch_69cf2bd32cc881909ac8a61befa9929e completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2c69f83481909423858668d03a8b completed April 3, 2026, 2:56 a.m.
Created at: March 30, 2026, 6:36 p.m.