Triple

T11993988
Position Surface form Disambiguated ID Type / Status
Subject Commandement des opérations spéciales E285480 entity
Predicate hasOperationalControlOver P16162 FINISHED
Object French Air and Space Force special forces units
The French Air and Space Force special forces units are elite air and space-oriented commando formations that conduct high-risk special operations such as reconnaissance, direct action, and personnel recovery in support of France’s strategic and military objectives.
E958655 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 Air and Space Force special forces units | Statement: [Commandement des opérations spéciales, hasOperationalControlOver, French Air and Space Force special forces units]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French Air and Space Force special forces units
Context triple: [Commandement des opérations spéciales, hasOperationalControlOver, French Air and Space Force special forces units]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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 Air and Space Force special forces units
Triple: [Commandement des opérations spéciales, hasOperationalControlOver, French Air and Space Force special forces units]
Generated description
The French Air and Space Force special forces units are elite air and space-oriented commando formations that conduct high-risk special operations such as reconnaissance, direct action, and personnel recovery in support of France’s strategic and military objectives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French Air and Space Force special forces units
Target entity description: The French Air and Space Force special forces units are elite air and space-oriented commando formations that conduct high-risk special operations such as reconnaissance, direct action, and personnel recovery in support of France’s strategic and military objectives.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903b211688190bfe6dd15c3f96d2f completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f47273e1088190b899071baff1375a completed May 1, 2026, 9:29 a.m.
NEDg Description generation batch_69f47b7d4ef081908f7f87d90c00d9ed completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47de8c9e48190af01918c9cd94c7d completed May 1, 2026, 10:18 a.m.
Created at: April 8, 2026, 9:46 p.m.