Triple

T16759321
Position Surface form Disambiguated ID Type / Status
Subject AFLCMC E407297 entity
Predicate oversees P46 FINISHED
Object Air Force weapon system programs
Air Force weapon system programs are the U.S. Air Force’s major acquisition and sustainment efforts that develop, procure, and maintain aircraft, missiles, electronics, and related combat support systems.
E306544 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 Force weapon system programs | Statement: [AFLCMC, oversees, Air Force weapon system programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Air Force weapon system programs
Context triple: [AFLCMC, oversees, Air Force weapon system programs]
  • A. USAF flight test program
    The USAF flight test program is a United States Air Force initiative dedicated to experimentally evaluating and advancing new aircraft, aerospace technologies, and flight systems under controlled test conditions.
  • B. Major Defense Acquisition Programs
    Major Defense Acquisition Programs are the U.S. Department of Defense’s largest, most complex, and highest-cost weapon system procurement efforts, subject to rigorous oversight, milestone reviews, and reporting requirements.
  • C. Airman Systems Directorate
    The Airman Systems Directorate is a research and development organization within the U.S. Air Force focused on advancing technologies and systems that enhance airmen’s performance, safety, and effectiveness.
  • D. 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.
  • E. 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.
  • 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 Force weapon system programs
Triple: [AFLCMC, oversees, Air Force weapon system programs]
Generated description
Air Force weapon system programs are the U.S. Air Force’s major acquisition and sustainment efforts that develop, procure, and maintain aircraft, missiles, electronics, and related combat support systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Air Force weapon system programs
Target entity description: Air Force weapon system programs are the U.S. Air Force’s major acquisition and sustainment efforts that develop, procure, and maintain aircraft, missiles, electronics, and related combat support systems.
  • A. USAF flight test program
    The USAF flight test program is a United States Air Force initiative dedicated to experimentally evaluating and advancing new aircraft, aerospace technologies, and flight systems under controlled test conditions.
  • B. Major Defense Acquisition Programs chosen
    Major Defense Acquisition Programs are the U.S. Department of Defense’s largest, most complex, and highest-cost weapon system procurement efforts, subject to rigorous oversight, milestone reviews, and reporting requirements.
  • C. Airman Systems Directorate
    The Airman Systems Directorate is a research and development organization within the U.S. Air Force focused on advancing technologies and systems that enhance airmen’s performance, safety, and effectiveness.
  • D. 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.
  • E. 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.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3abeb3ab08190918f6bff686858be completed April 18, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a52b17b88190af24c04d16980c9f completed May 10, 2026, 3:32 p.m.
NEDg Description generation batch_6a00a5e1eea8819088553ac6673e9b1c completed May 10, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_6a00a68b92b48190865ddd477a8ba1c6 completed May 10, 2026, 3:38 p.m.
Created at: April 10, 2026, 5:21 a.m.