Triple

T8233779
Position Surface form Disambiguated ID Type / Status
Subject French Army Light Aviation E192354 entity
Predicate supports P516 FINISHED
Object French Army special forces
The French Army special forces are elite, highly trained ground units of the French Army tasked with conducting high-risk operations such as counterterrorism, reconnaissance, and direct action, often behind enemy lines and under conditions requiring exceptional discretion and capability.
E720675 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 Army special forces | Statement: [French Army Light Aviation, supports, French Army special forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French Army special forces
Context triple: [French Army Light Aviation, supports, French Army special forces]
  • A. 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.
  • B. Special Operations Command (France)
    Special Operations Command (France) is the French military’s unified headquarters responsible for planning, coordinating, and conducting special operations missions across all branches of the armed forces.
  • C. French Foreign Legion
    The French Foreign Legion is an elite military unit of the French Army composed of foreign volunteers, renowned for its rigorous training, strict discipline, and deployment in some of France’s most demanding overseas and combat operations.
  • D. Milice française
    The Milice française was a collaborationist paramilitary force established by the Vichy regime during World War II to support Nazi Germany by combating the French Resistance and persecuting Jews and political opponents.
  • E. French Army
    The French Army is the land-based military force of France, historically notable for its decisive support to the American Continental Army during the Revolutionary War and its major role in European and global conflicts.
  • 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 Army special forces
Triple: [French Army Light Aviation, supports, French Army special forces]
Generated description
The French Army special forces are elite, highly trained ground units of the French Army tasked with conducting high-risk operations such as counterterrorism, reconnaissance, and direct action, often behind enemy lines and under conditions requiring exceptional discretion and capability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French Army special forces
Target entity description: The French Army special forces are elite, highly trained ground units of the French Army tasked with conducting high-risk operations such as counterterrorism, reconnaissance, and direct action, often behind enemy lines and under conditions requiring exceptional discretion and capability.
  • A. 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.
  • B. Special Operations Command (France)
    Special Operations Command (France) is the French military’s unified headquarters responsible for planning, coordinating, and conducting special operations missions across all branches of the armed forces.
  • C. French Foreign Legion
    The French Foreign Legion is an elite military unit of the French Army composed of foreign volunteers, renowned for its rigorous training, strict discipline, and deployment in some of France’s most demanding overseas and combat operations.
  • D. Milice française
    The Milice française was a collaborationist paramilitary force established by the Vichy regime during World War II to support Nazi Germany by combating the French Resistance and persecuting Jews and political opponents.
  • E. French Army
    The French Army is the land-based military force of France, historically notable for its decisive support to the American Continental Army during the Revolutionary War and its major role in European and global conflicts.
  • 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_69ca82db5b90819085d1ad7c2e27bfcc completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb782792a48190a34b0abfcc92064b completed March 31, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd34f0a770819089520e689ca9937a completed April 1, 2026, 3:08 p.m.
NEDg Description generation batch_69cd37a290508190b598f96220056041 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4eb519608190b5d0f534170214b5 completed April 1, 2026, 4:58 p.m.
Created at: March 30, 2026, 5:46 p.m.