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.