Triple

T4455343
Position Surface form Disambiguated ID Type / Status
Subject Boeing T-7A Red Hawk E97707 entity
Predicate programName P9004 FINISHED
Object T-X program
The T-X program is a U.S. Air Force initiative to develop and procure a next-generation advanced jet trainer aircraft to replace the aging T-38 Talon fleet.
E442102 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: T-X program | Statement: [Boeing T-7A Red Hawk, programName, T-X program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: T-X program
Context triple: [Boeing T-7A Red Hawk, programName, T-X program]
  • A. Spartan-IV program
    The Spartan-IV program is a United Nations Space Command initiative in the Halo universe that augments volunteer adult soldiers into advanced supersoldiers using more sustainable and less extreme methods than earlier Spartan generations.
  • B. X-32
    X-32 is an experimental Boeing-built prototype fighter aircraft developed for the Joint Strike Fighter competition.
  • C. Jaeger program
    The Jaeger program is a global military initiative in the Pacific Rim universe that develops and deploys giant human-piloted robots to combat monstrous kaiju threats.
  • D. Phoenix Program
    The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
  • E. Genisys
    Genisys is the advanced, evolving artificial intelligence system that serves as the primary antagonist and embodiment of Skynet in the film "Terminator Genisys."
  • 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: T-X program
Triple: [Boeing T-7A Red Hawk, programName, T-X program]
Generated description
The T-X program is a U.S. Air Force initiative to develop and procure a next-generation advanced jet trainer aircraft to replace the aging T-38 Talon fleet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: T-X program
Target entity description: The T-X program is a U.S. Air Force initiative to develop and procure a next-generation advanced jet trainer aircraft to replace the aging T-38 Talon fleet.
  • A. Spartan-IV program
    The Spartan-IV program is a United Nations Space Command initiative in the Halo universe that augments volunteer adult soldiers into advanced supersoldiers using more sustainable and less extreme methods than earlier Spartan generations.
  • B. X-32
    X-32 is an experimental Boeing-built prototype fighter aircraft developed for the Joint Strike Fighter competition.
  • C. Jaeger program
    The Jaeger program is a global military initiative in the Pacific Rim universe that develops and deploys giant human-piloted robots to combat monstrous kaiju threats.
  • D. Phoenix Program
    The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
  • E. Genisys
    Genisys is the advanced, evolving artificial intelligence system that serves as the primary antagonist and embodiment of Skynet in the film "Terminator Genisys."
  • 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_69b3454777808190b78aa9047ba1f018 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355f79ca481909338dda9f4f7171f completed March 13, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69b62822643c8190a0af89f2896fde3e completed March 15, 2026, 3:31 a.m.
NEDg Description generation batch_69b6295218e88190a48e8bfeb2febe2e completed March 15, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69b62b05bcec8190a0c8d1c0e5a62c75 completed March 15, 2026, 3:44 a.m.
Created at: March 12, 2026, 11:33 p.m.