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.