Triple

T8465611
Position Surface form Disambiguated ID Type / Status
Subject RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron) E200152 entity
Predicate partOf P40 FINISHED
Object RAAF JTAC training system
The RAAF JTAC training system is an integrated Australian Air Force program that prepares Joint Terminal Attack Controllers using dedicated aircraft, simulators, and specialized ground support to coordinate close air support missions.
E737120 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: RAAF JTAC training system | Statement: [RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron), partOf, RAAF JTAC training system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RAAF JTAC training system
Context triple: [RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron), partOf, RAAF JTAC training system]
  • A. UK Military Flying Training System
    The UK Military Flying Training System is a comprehensive program that provides integrated flight training for Royal Navy, British Army, and Royal Air Force aircrew using a fleet of modern training aircraft and simulators.
  • B. Royal Air Force Air Cadets flying training system
    The Royal Air Force Air Cadets flying training system is the structured program that provides RAF Air Cadets with introductory and developmental flying instruction, air experience, and aviation training through dedicated units and aircraft.
  • C. Alpha Jet
    The Alpha Jet is a light attack and advanced jet trainer aircraft developed jointly by France and Germany in the 1970s and widely used for pilot training and tactical support roles.
  • D. AIDC AT-3
    The AIDC AT-3 is a Taiwanese-built jet trainer and light attack aircraft developed by the Aerospace Industrial Development Corporation for military pilot training and close air support roles.
  • E. B-52 Weapons Instructor Course
    The B-52 Weapons Instructor Course is an elite United States Air Force program that trains expert B-52 bomber aircrew in advanced tactics, weapons employment, and mission planning.
  • 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: RAAF JTAC training system
Triple: [RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron), partOf, RAAF JTAC training system]
Generated description
The RAAF JTAC training system is an integrated Australian Air Force program that prepares Joint Terminal Attack Controllers using dedicated aircraft, simulators, and specialized ground support to coordinate close air support missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RAAF JTAC training system
Target entity description: The RAAF JTAC training system is an integrated Australian Air Force program that prepares Joint Terminal Attack Controllers using dedicated aircraft, simulators, and specialized ground support to coordinate close air support missions.
  • A. UK Military Flying Training System
    The UK Military Flying Training System is a comprehensive program that provides integrated flight training for Royal Navy, British Army, and Royal Air Force aircrew using a fleet of modern training aircraft and simulators.
  • B. Royal Air Force Air Cadets flying training system
    The Royal Air Force Air Cadets flying training system is the structured program that provides RAF Air Cadets with introductory and developmental flying instruction, air experience, and aviation training through dedicated units and aircraft.
  • C. Alpha Jet
    The Alpha Jet is a light attack and advanced jet trainer aircraft developed jointly by France and Germany in the 1970s and widely used for pilot training and tactical support roles.
  • D. AIDC AT-3
    The AIDC AT-3 is a Taiwanese-built jet trainer and light attack aircraft developed by the Aerospace Industrial Development Corporation for military pilot training and close air support roles.
  • E. B-52 Weapons Instructor Course
    The B-52 Weapons Instructor Course is an elite United States Air Force program that trains expert B-52 bomber aircrew in advanced tactics, weapons employment, and mission planning.
  • 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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4d17ec8819093becdaec750aff5 completed March 31, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce39e0d7788190add03271c940e1ff completed April 2, 2026, 9:41 a.m.
NEDg Description generation batch_69ce3ad9a3a88190929a6c6ae7ee58cf completed April 2, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ce3cc54d888190ae86b787afc38f7b completed April 2, 2026, 9:54 a.m.
Created at: March 30, 2026, 6:11 p.m.