Triple

T15703109
Position Surface form Disambiguated ID Type / Status
Subject Reliability Enhancement and Re-engining Program E380641 entity
Predicate relatedProgram P37 FINISHED
Object Avionics Modernization Program
The Avionics Modernization Program is a U.S. Air Force initiative to upgrade and standardize the electronic flight and mission systems of legacy aircraft, notably the C-130 Hercules fleet, to improve capability, safety, and compliance with modern airspace requirements.
E1171864 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: Avionics Modernization Program | Statement: [Reliability Enhancement and Re-engining Program, relatedProgram, Avionics Modernization Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Avionics Modernization Program
Context triple: [Reliability Enhancement and Re-engining Program, relatedProgram, Avionics Modernization Program]
  • A. TAM 2C modernization program
    The TAM 2C modernization program is an Argentine initiative to upgrade the TAM medium tank fleet with enhanced fire control, protection, and electronics to extend their operational life and combat effectiveness.
  • B. Integrated Aviation Systems Program
    The Integrated Aviation Systems Program is a NASA aeronautics initiative that conducts flight research and technology demonstrations to advance safer, more efficient, and transformative aviation systems.
  • C. 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.
  • D. 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.
  • E. Presidential Helicopter Replacement Program
    The Presidential Helicopter Replacement Program is a U.S. Department of Defense initiative to develop and field a new fleet of advanced helicopters to transport the President and other senior officials, replacing the aging Marine One 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: Avionics Modernization Program
Triple: [Reliability Enhancement and Re-engining Program, relatedProgram, Avionics Modernization Program]
Generated description
The Avionics Modernization Program is a U.S. Air Force initiative to upgrade and standardize the electronic flight and mission systems of legacy aircraft, notably the C-130 Hercules fleet, to improve capability, safety, and compliance with modern airspace requirements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Avionics Modernization Program
Target entity description: The Avionics Modernization Program is a U.S. Air Force initiative to upgrade and standardize the electronic flight and mission systems of legacy aircraft, notably the C-130 Hercules fleet, to improve capability, safety, and compliance with modern airspace requirements.
  • A. TAM 2C modernization program
    The TAM 2C modernization program is an Argentine initiative to upgrade the TAM medium tank fleet with enhanced fire control, protection, and electronics to extend their operational life and combat effectiveness.
  • B. Integrated Aviation Systems Program
    The Integrated Aviation Systems Program is a NASA aeronautics initiative that conducts flight research and technology demonstrations to advance safer, more efficient, and transformative aviation systems.
  • C. 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.
  • D. 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.
  • E. Presidential Helicopter Replacement Program
    The Presidential Helicopter Replacement Program is a U.S. Department of Defense initiative to develop and field a new fleet of advanced helicopters to transport the President and other senior officials, replacing the aging Marine One aircraft.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f6e965881909319f85c51c6fb74 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff7577a3348190912fad48f7d8599e completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff761a18e4819089a4a722884ded9c completed May 9, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69ff76c0f9c48190aff58b147c1ed12b completed May 9, 2026, 6:02 p.m.
Created at: April 10, 2026, 4:45 a.m.