Triple
T650054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joint Strike Fighter program |
E11324
|
entity |
| Predicate | predecessorProgram |
P97
|
FINISHED |
| Object |
Joint Advanced Strike Technology program
The Joint Advanced Strike Technology program was a U.S. defense research and development initiative that laid the technological and conceptual groundwork for what became the Joint Strike Fighter (F-35) program.
|
E83078
|
NE FINISHED |
How this triple was built (5 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: Joint Advanced Strike Technology program | Statement: [Joint Strike Fighter program, predecessorProgram, Joint Advanced Strike Technology program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joint Advanced Strike Technology program Context triple: [Joint Strike Fighter program, predecessorProgram, Joint Advanced Strike Technology program]
-
A.
Joint Strike Fighter program
The Joint Strike Fighter program is a multinational defense initiative led by the United States to develop and produce the F-35 Lightning II family of advanced stealth multirole combat aircraft.
-
B.
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.
-
C.
Lockheed Martin F-35A Lightning II
The Lockheed Martin F-35A Lightning II is a fifth-generation, single-seat, stealth multirole fighter aircraft designed for advanced air-to-air and air-to-ground combat operations.
-
D.
Lockheed Martin X-35
The Lockheed Martin X-35 is a prototype stealth multirole fighter that served as the demonstrator for the F-35 Lightning II Joint Strike Fighter program.
-
E.
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.
- 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: Joint Advanced Strike Technology program Triple: [Joint Strike Fighter program, predecessorProgram, Joint Advanced Strike Technology program]
Generated description
The Joint Advanced Strike Technology program was a U.S. defense research and development initiative that laid the technological and conceptual groundwork for what became the Joint Strike Fighter (F-35) program.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joint Advanced Strike Technology program Target entity description: The Joint Advanced Strike Technology program was a U.S. defense research and development initiative that laid the technological and conceptual groundwork for what became the Joint Strike Fighter (F-35) program.
-
A.
Joint Strike Fighter program
The Joint Strike Fighter program is a multinational defense initiative led by the United States to develop and produce the F-35 Lightning II family of advanced stealth multirole combat aircraft.
-
B.
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.
-
C.
Lockheed Martin F-35A Lightning II
The Lockheed Martin F-35A Lightning II is a fifth-generation, single-seat, stealth multirole fighter aircraft designed for advanced air-to-air and air-to-ground combat operations.
-
D.
Lockheed Martin X-35
The Lockheed Martin X-35 is a prototype stealth multirole fighter that served as the demonstrator for the F-35 Lightning II Joint Strike Fighter program.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: predecessorProgram Context triple: [Joint Strike Fighter program, predecessorProgram, Joint Advanced Strike Technology program]
-
A.
predecessorSystem
Indicates that one system existed or was in use before and was replaced or superseded by another system.
-
B.
predecessor
chosen
Indicates that one entity comes before another in an ordered sequence or succession.
-
C.
predecessorName
Indicates that the value is the name of an entity that directly precedes another in an ordered sequence or lineage.
-
D.
predecessorSystemType
Indicates that one system type functioned as the predecessor or earlier version to another system type.
-
E.
predecessorSeries
Indicates that one series directly precedes another in an ordered sequence or lineage.
- F. None of above.
Provenance (6 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_69a493266a2881909daf4c40f719dee8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49f31e70c81909a2ac1d939f7ec07 |
completed | March 1, 2026, 8:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5c38ffa0c8190af0b6a7528b6c059 |
completed | March 2, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69a5c88888b48190b1556d1f8d1333d2 |
completed | March 2, 2026, 5:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5cda442c8819085b099123e5d147d |
completed | March 2, 2026, 5:49 p.m. |
| PD | Predicate disambiguation | batch_69a49d0eade081909c47e85ed55f808d |
completed | March 1, 2026, 8:09 p.m. |
Created at: March 1, 2026, 7:36 p.m.