Triple

T1844129
Position Surface form Disambiguated ID Type / Status
Subject F-22 Raptor E41244 entity
Predicate developedFromProgram P1245 FINISHED
Object 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.
E207285 NE FINISHED

How this triple was built (5 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: Advanced Tactical Fighter program | Statement: [F-22 Raptor, developedFromProgram, Advanced Tactical Fighter program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Advanced Tactical Fighter program
Context triple: [F-22 Raptor, developedFromProgram, Advanced Tactical Fighter program]
  • A. Advanced Air Vehicles Program
    The Advanced Air Vehicles Program is a NASA aeronautics initiative focused on developing and demonstrating next-generation aircraft technologies to improve efficiency, sustainability, and safety in air transportation.
  • B. 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.
  • C. Joint Advanced Strike Technology program
    The Joint Advanced Strike Technology program was a U.S. defense research and development initiative that laid the technological and conceptual groundwork for what became the Joint Strike Fighter (F-35) program.
  • D. 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.
  • E. Peacekeeper missile program
    The Peacekeeper missile program was a U.S. Air Force initiative to develop and deploy the LGM-118 Peacekeeper, an advanced intercontinental ballistic missile designed for multiple independently targetable reentry vehicles (MIRVs) during the late Cold War.
  • 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: Advanced Tactical Fighter program
Triple: [F-22 Raptor, developedFromProgram, Advanced Tactical Fighter program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Advanced Tactical Fighter program
Target entity description: 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.
  • A. Advanced Air Vehicles Program
    The Advanced Air Vehicles Program is a NASA aeronautics initiative focused on developing and demonstrating next-generation aircraft technologies to improve efficiency, sustainability, and safety in air transportation.
  • B. 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.
  • C. Joint Advanced Strike Technology program
    The Joint Advanced Strike Technology program was a U.S. defense research and development initiative that laid the technological and conceptual groundwork for what became the Joint Strike Fighter (F-35) program.
  • D. 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.
  • E. Peacekeeper missile program
    The Peacekeeper missile program was a U.S. Air Force initiative to develop and deploy the LGM-118 Peacekeeper, an advanced intercontinental ballistic missile designed for multiple independently targetable reentry vehicles (MIRVs) during the late Cold War.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: developedFromProgram
Context triple: [F-22 Raptor, developedFromProgram, Advanced Tactical Fighter program]
  • A. developedFrom chosen
    Indicates that one entity originates, evolves, or is derived from another as its source or precursor.
  • B. developedAs
    Indicates that one entity was created, designed, or evolved specifically to function as or replace another entity.
  • C. developedThrough
    Indicates that something came into existence, was created, or was brought to its current form by means of a specified process, method, or developmental pathway.
  • D. developedUnder
    Indicates that something was created, produced, or brought into existence while being subject to the authority, guidance, or conditions imposed by a particular person, organization, regime, or framework.
  • E. developedWith
    Indicates that something was created, built, or produced using a specified tool, technology, method, or collaborator.
  • F. None of above.

Provenance (6 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_69a88648cd44819093303206d96d76ad completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb32d35508190bf1c487dffbecaf0 completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1c482908190b940497fc5d5db60 completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add2ac44f48190bd62c504b31210e8 completed March 8, 2026, 7:49 p.m.
NED2 Entity disambiguation (via description) batch_69add305bd108190b5e7e0f3d30a2c58 completed March 8, 2026, 7:50 p.m.
PD Predicate disambiguation batch_69abafdb0d2c8190a67f584e67979fa3 completed March 7, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:33 p.m.