Triple

T4364951
Position Surface form Disambiguated ID Type / Status
Subject Air Force Special Operations Command E98747 entity
Predicate employs P7 FINISHED
Object Combat Controllers
Combat Controllers are elite U.S. Air Force special operations personnel trained to establish air traffic control in hostile or remote environments and coordinate airpower in support of ground forces.
E432543 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: Combat Controllers | Statement: [Air Force Special Operations Command, employs, Combat Controllers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Combat Controllers
Context triple: [Air Force Special Operations Command, employs, Combat Controllers]
  • A. Combatant Commanders
    Combatant Commanders are the senior U.S. military leaders in charge of unified or specified combatant commands, responsible for planning and conducting operations across major geographic or functional areas.
  • B. Flight Commander
    Flight Commander is an alternate title for the 1930 aviation drama film "The Dawn Patrol," which follows World War I fighter pilots facing the dangers and moral strains of aerial combat.
  • C. Central Command
    Central Command is a major operational formation of the Indian Army responsible for overseeing and coordinating military operations and administration in its designated central Indian area of responsibility.
  • D. Commander
    Commander is a high-ranking grade within various chivalric and merit orders, typically signifying a distinguished level of honor just below the top classes.
  • E. Commander
    Commander is a mid-level commissioned officer rank in the United States Navy, typically positioned above lieutenant commander and below captain, often entrusted with commanding warships, aviation squadrons, or key shore installations.
  • 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: Combat Controllers
Triple: [Air Force Special Operations Command, employs, Combat Controllers]
Generated description
Combat Controllers are elite U.S. Air Force special operations personnel trained to establish air traffic control in hostile or remote environments and coordinate airpower in support of ground forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Combat Controllers
Target entity description: Combat Controllers are elite U.S. Air Force special operations personnel trained to establish air traffic control in hostile or remote environments and coordinate airpower in support of ground forces.
  • A. Combatant Commanders
    Combatant Commanders are the senior U.S. military leaders in charge of unified or specified combatant commands, responsible for planning and conducting operations across major geographic or functional areas.
  • B. Flight Commander
    Flight Commander is an alternate title for the 1930 aviation drama film "The Dawn Patrol," which follows World War I fighter pilots facing the dangers and moral strains of aerial combat.
  • C. Central Command
    Central Command is a major operational formation of the Indian Army responsible for overseeing and coordinating military operations and administration in its designated central Indian area of responsibility.
  • D. Commander
    Commander is a high-ranking grade within various chivalric and merit orders, typically signifying a distinguished level of honor just below the top classes.
  • E. Commander
    Commander is a mid-level commissioned officer rank in the United States Navy, typically positioned above lieutenant commander and below captain, often entrusted with commanding warships, aviation squadrons, or key shore installations.
  • 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_69b3454c772081908e20173e379e8ebe completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351fea3e88190807b99868982c491 completed March 12, 2026, 11:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbc925d881909fac944bc7ce5407 completed March 14, 2026, 10:06 p.m.
NEDg Description generation batch_69b5dc587b108190a8e3da0fde98a7ce completed March 14, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69b5dcbf4d5081908d24bce8e2769124 completed March 14, 2026, 10:10 p.m.
Created at: March 12, 2026, 11:16 p.m.