Triple

T650054
Position Surface form Disambiguated ID Type / Status
Subject Joint Strike Fighter program E11324 entity
Predicate predecessorProgram P97 FINISHED
Object 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.
E83078 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: Joint Advanced Strike Technology program | Statement: [Joint Strike Fighter program, predecessorProgram, Joint Advanced Strike Technology program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joint Advanced Strike Technology program
Context triple: [Joint Strike Fighter program, predecessorProgram, Joint Advanced Strike Technology program]
  • A. 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.
  • B. Hypersonic Technology Vehicle programs
    The Hypersonic Technology Vehicle programs are DARPA-led experimental efforts to develop and test unmanned, ultra–high-speed glide vehicles capable of long-range flight within the atmosphere at hypersonic velocities.
  • C. Lockheed Martin F-35A Lightning II
    The Lockheed Martin F-35A Lightning II is a fifth-generation, single-seat, stealth multirole fighter aircraft designed for advanced air-to-air and air-to-ground combat operations.
  • D. Lockheed Martin X-35
    The Lockheed Martin X-35 is a prototype stealth multirole fighter that served as the demonstrator for the F-35 Lightning II Joint Strike Fighter program.
  • E. VC-25B Presidential Aircraft Recapitalization program
    The VC-25B Presidential Aircraft Recapitalization program is the U.S. Air Force initiative to design, modify, and field the next generation of highly secure, long-range aircraft that will serve as the primary presidential transport.
  • 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 Advanced Strike Technology program
Triple: [Joint Strike Fighter program, predecessorProgram, Joint Advanced Strike Technology program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joint Advanced Strike Technology program
Target entity description: 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.
  • A. 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.
  • B. Hypersonic Technology Vehicle programs
    The Hypersonic Technology Vehicle programs are DARPA-led experimental efforts to develop and test unmanned, ultra–high-speed glide vehicles capable of long-range flight within the atmosphere at hypersonic velocities.
  • C. Lockheed Martin F-35A Lightning II
    The Lockheed Martin F-35A Lightning II is a fifth-generation, single-seat, stealth multirole fighter aircraft designed for advanced air-to-air and air-to-ground combat operations.
  • D. Lockheed Martin X-35
    The Lockheed Martin X-35 is a prototype stealth multirole fighter that served as the demonstrator for the F-35 Lightning II Joint Strike Fighter program.
  • E. VC-25B Presidential Aircraft Recapitalization program
    The VC-25B Presidential Aircraft Recapitalization program is the U.S. Air Force initiative to design, modify, and field the next generation of highly secure, long-range aircraft that will serve as the primary presidential transport.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: predecessorProgram
Context triple: [Joint Strike Fighter program, predecessorProgram, Joint Advanced Strike Technology program]
  • A. predecessorSystem
    Indicates that one system existed or was in use before and was replaced or superseded by another system.
  • B. predecessor chosen
    Indicates that one entity comes before another in an ordered sequence or succession.
  • C. predecessorName
    Indicates that the value is the name of an entity that directly precedes another in an ordered sequence or lineage.
  • D. predecessorSystemType
    Indicates that one system type functioned as the predecessor or earlier version to another system type.
  • E. predecessorSeries
    Indicates that one series directly precedes another in an ordered sequence or lineage.
  • 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_69a493266a2881909daf4c40f719dee8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49f31e70c81909a2ac1d939f7ec07 completed March 1, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c38ffa0c8190af0b6a7528b6c059 completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c88888b48190b1556d1f8d1333d2 completed March 2, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69a5cda442c8819085b099123e5d147d completed March 2, 2026, 5:49 p.m.
PD Predicate disambiguation batch_69a49d0eade081909c47e85ed55f808d completed March 1, 2026, 8:09 p.m.
Created at: March 1, 2026, 7:36 p.m.