Triple

T20760424
Position Surface form Disambiguated ID Type / Status
Subject United States Air Force Combat Controllers E510962 entity
Predicate trainedAs P22559 FINISHED
Object Joint Terminal Attack Controllers
Joint Terminal Attack Controllers are specially trained military personnel responsible for directing close air support and other air-to-ground operations from forward positions on the battlefield.
E737119 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: Joint Terminal Attack Controllers | Statement: [United States Air Force Combat Controllers, trainedAs, Joint Terminal Attack Controllers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joint Terminal Attack Controllers
Context triple: [United States Air Force Combat Controllers, trainedAs, Joint Terminal Attack Controllers]
  • A. RAAF Joint Terminal Attack Controllers
    RAAF Joint Terminal Attack Controllers are specially trained Royal Australian Air Force personnel responsible for directing and coordinating close air support and other air-delivered fires in support of ground forces.
  • B. 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.
  • C. United States Air Force Combat Controllers
    United States Air Force Combat Controllers are elite special operations airmen trained to establish air traffic control in hostile environments and coordinate close air support for ground forces.
  • D. Battle Management Command, Control and Communications
    Battle Management Command, Control and Communications is a U.S. Space Force component focused on integrating and directing space operations through advanced command, control, and communications systems.
  • E. JTAC
    JTAC is the United Kingdom’s cross-government intelligence and security body responsible for assessing and communicating the national threat level from terrorism.
  • 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: Joint Terminal Attack Controllers
Triple: [United States Air Force Combat Controllers, trainedAs, Joint Terminal Attack Controllers]
Generated description
Joint Terminal Attack Controllers are specially trained military personnel responsible for directing close air support and other air-to-ground operations from forward positions on the battlefield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joint Terminal Attack Controllers
Target entity description: Joint Terminal Attack Controllers are specially trained military personnel responsible for directing close air support and other air-to-ground operations from forward positions on the battlefield.
  • A. RAAF Joint Terminal Attack Controllers chosen
    RAAF Joint Terminal Attack Controllers are specially trained Royal Australian Air Force personnel responsible for directing and coordinating close air support and other air-delivered fires in support of ground forces.
  • B. 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.
  • C. United States Air Force Combat Controllers
    United States Air Force Combat Controllers are elite special operations airmen trained to establish air traffic control in hostile environments and coordinate close air support for ground forces.
  • D. Battle Management Command, Control and Communications
    Battle Management Command, Control and Communications is a U.S. Space Force component focused on integrating and directing space operations through advanced command, control, and communications systems.
  • E. JTAC
    JTAC is the United Kingdom’s cross-government intelligence and security body responsible for assessing and communicating the national threat level from terrorism.
  • F. None of above.

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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c248701081908ae49fca933e05f6 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e84cc14c8190a3a90116a657af27 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e90ba0188190a4e744a79962bf2e completed May 16, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_6a08e9799dbc8190b91f7c0ba0e1cfaf completed May 16, 2026, 10:02 p.m.
Created at: April 16, 2026, 12:35 p.m.