Triple

T3698032
Position Surface form Disambiguated ID Type / Status
Subject C-5 Galaxy E78504 entity
Predicate modernizationProgram P4337 FINISHED
Object Reliability Enhancement and Re-engining Program
The Reliability Enhancement and Re-engining Program is a major U.S. Air Force initiative to upgrade and extend the service life of C-5 Galaxy transport aircraft by improving their engines, systems, and overall performance.
E380641 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: Reliability Enhancement and Re-engining Program | Statement: [C-5 Galaxy, modernizationProgram, Reliability Enhancement and Re-engining Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reliability Enhancement and Re-engining Program
Context triple: [C-5 Galaxy, modernizationProgram, Reliability Enhancement and Re-engining Program]
  • A. 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.
  • B. Aurora Incremental Modernization Project
    The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
  • C. 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.
  • D. Pratt & Whitney global maintenance network
    The Pratt & Whitney global maintenance network is an international system of authorized service centers and facilities that provides comprehensive maintenance, repair, and overhaul support for Pratt & Whitney aircraft engines.
  • E. Transformative Aeronautics Concepts Program
    The Transformative Aeronautics Concepts Program is a NASA initiative that explores high-risk, high-reward aviation technologies and concepts to enable revolutionary advances in future air transportation.
  • 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: Reliability Enhancement and Re-engining Program
Triple: [C-5 Galaxy, modernizationProgram, Reliability Enhancement and Re-engining Program]
Generated description
The Reliability Enhancement and Re-engining Program is a major U.S. Air Force initiative to upgrade and extend the service life of C-5 Galaxy transport aircraft by improving their engines, systems, and overall performance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reliability Enhancement and Re-engining Program
Target entity description: The Reliability Enhancement and Re-engining Program is a major U.S. Air Force initiative to upgrade and extend the service life of C-5 Galaxy transport aircraft by improving their engines, systems, and overall performance.
  • A. 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.
  • B. Aurora Incremental Modernization Project
    The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
  • C. 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.
  • D. Pratt & Whitney global maintenance network
    The Pratt & Whitney global maintenance network is an international system of authorized service centers and facilities that provides comprehensive maintenance, repair, and overhaul support for Pratt & Whitney aircraft engines.
  • E. Transformative Aeronautics Concepts Program
    The Transformative Aeronautics Concepts Program is a NASA initiative that explores high-risk, high-reward aviation technologies and concepts to enable revolutionary advances in future air transportation.
  • 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_69ad85e3b1888190abc983e06968696d completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc512ba188190a15bcacafac3f476 completed March 8, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3dbb7fc81909df2e7a4755cce28 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c7a89eac819090ce443784e1a326 completed March 14, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69b4c88111c08190b0c275898437fdab completed March 14, 2026, 2:31 a.m.
Created at: March 8, 2026, 3:26 p.m.