Triple

T6803195
Position Surface form Disambiguated ID Type / Status
Subject Lightweight Fighter program E156235 entity
Predicate relatedTo P37 FINISHED
Object Air Combat Fighter program
The Air Combat Fighter program was a U.S. Air Force initiative to develop a highly maneuverable, cost-effective lightweight fighter aircraft, which ultimately led to the creation of the F-16 Fighting Falcon.
E156235 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: Air Combat Fighter program | Statement: [Lightweight Fighter program, relatedTo, Air Combat Fighter program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Air Combat Fighter program
Context triple: [Lightweight Fighter program, relatedTo, Air Combat Fighter program]
  • A. Advanced Tactical Fighter program
    The Advanced Tactical Fighter program was a U.S. Air Force initiative launched during the Cold War to develop a next-generation stealth air superiority fighter, ultimately resulting in the Lockheed Martin F-22 Raptor.
  • B. Lightweight Fighter program
    The Lightweight Fighter program was a U.S. Air Force initiative in the 1970s to develop a small, highly maneuverable, and cost-effective air superiority fighter, which ultimately led to aircraft such as the F-16.
  • C. F-16 program
    The F-16 program is a major fighter aircraft development and production initiative centered on the F-16 Fighting Falcon, a widely used multirole combat jet operated by numerous air forces worldwide.
  • D. Joint Strike Fighter program
    The Joint Strike Fighter program is a multinational defense initiative led by the United States to develop and produce the F-35 Lightning II family of advanced stealth multirole combat aircraft.
  • E. United States Air Force FX program
    The United States Air Force FX program was a Cold War-era fighter development initiative that led to the creation of the F-15 Eagle, a high-performance air superiority fighter designed to counter advanced Soviet aircraft.
  • 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: Air Combat Fighter program
Triple: [Lightweight Fighter program, relatedTo, Air Combat Fighter program]
Generated description
The Air Combat Fighter program was a U.S. Air Force initiative to develop a highly maneuverable, cost-effective lightweight fighter aircraft, which ultimately led to the creation of the F-16 Fighting Falcon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Air Combat Fighter program
Target entity description: The Air Combat Fighter program was a U.S. Air Force initiative to develop a highly maneuverable, cost-effective lightweight fighter aircraft, which ultimately led to the creation of the F-16 Fighting Falcon.
  • A. Advanced Tactical Fighter program
    The Advanced Tactical Fighter program was a U.S. Air Force initiative launched during the Cold War to develop a next-generation stealth air superiority fighter, ultimately resulting in the Lockheed Martin F-22 Raptor.
  • B. Lightweight Fighter program chosen
    The Lightweight Fighter program was a U.S. Air Force initiative in the 1970s to develop a small, highly maneuverable, and cost-effective air superiority fighter, which ultimately led to aircraft such as the F-16.
  • C. F-16 program
    The F-16 program is a major fighter aircraft development and production initiative centered on the F-16 Fighting Falcon, a widely used multirole combat jet operated by numerous air forces worldwide.
  • D. Joint Strike Fighter program
    The Joint Strike Fighter program is a multinational defense initiative led by the United States to develop and produce the F-35 Lightning II family of advanced stealth multirole combat aircraft.
  • E. United States Air Force FX program
    The United States Air Force FX program was a Cold War-era fighter development initiative that led to the creation of the F-15 Eagle, a high-performance air superiority fighter designed to counter advanced Soviet aircraft.
  • 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_69c68826e6a48190a3d220b541e639de completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2e8d7888190a837620967a150e3 completed March 27, 2026, 6:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a9da0ac8190878799d4780f9b28 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71b88b27c8190b803f0e9f6402c44 completed March 28, 2026, 12:06 a.m.
NED2 Entity disambiguation (via description) batch_69c71c95299c8190b149082ede7da88c completed March 28, 2026, 12:11 a.m.
Created at: March 27, 2026, 2:16 p.m.