Triple
T6803185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lightweight Fighter program |
E156235
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Cold War military aviation programs
Cold War military aviation programs were a series of U.S. and Soviet initiatives to develop advanced, often highly specialized combat and support aircraft to gain technological and strategic advantages during the geopolitical standoff between the superpowers.
|
E620239
|
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: Cold War military aviation programs | Statement: [Lightweight Fighter program, partOf, Cold War military aviation programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cold War military aviation programs Context triple: [Lightweight Fighter program, partOf, Cold War military aviation programs]
-
A.
Cold War naval aviation
Cold War naval aviation encompasses the aircraft, technology, missions, and strategies used by navies during the geopolitical standoff between the Western and Eastern blocs, highlighting carrier-based power projection, nuclear deterrence, and maritime surveillance.
-
B.
World War II military aviation
World War II military aviation was a period of rapid technological advancement and large-scale air combat operations that saw the widespread use of fighters, bombers, and other aircraft as decisive tools of modern warfare.
-
C.
Soviet missile program
The Soviet missile program was the extensive Cold War-era initiative through which the USSR developed and deployed ballistic missiles and space-launch rockets, forming the backbone of its strategic military and space capabilities.
-
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.
MiG fighter aircraft
MiG fighter aircraft are Soviet-designed jet fighters, notably used by North Vietnam to challenge U.S. air power during the Vietnam War.
- 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: Cold War military aviation programs Triple: [Lightweight Fighter program, partOf, Cold War military aviation programs]
Generated description
Cold War military aviation programs were a series of U.S. and Soviet initiatives to develop advanced, often highly specialized combat and support aircraft to gain technological and strategic advantages during the geopolitical standoff between the superpowers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cold War military aviation programs Target entity description: Cold War military aviation programs were a series of U.S. and Soviet initiatives to develop advanced, often highly specialized combat and support aircraft to gain technological and strategic advantages during the geopolitical standoff between the superpowers.
-
A.
Cold War naval aviation
Cold War naval aviation encompasses the aircraft, technology, missions, and strategies used by navies during the geopolitical standoff between the Western and Eastern blocs, highlighting carrier-based power projection, nuclear deterrence, and maritime surveillance.
-
B.
World War II military aviation
World War II military aviation was a period of rapid technological advancement and large-scale air combat operations that saw the widespread use of fighters, bombers, and other aircraft as decisive tools of modern warfare.
-
C.
Soviet missile program
The Soviet missile program was the extensive Cold War-era initiative through which the USSR developed and deployed ballistic missiles and space-launch rockets, forming the backbone of its strategic military and space capabilities.
-
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.
MiG fighter aircraft
MiG fighter aircraft are Soviet-designed jet fighters, notably used by North Vietnam to challenge U.S. air power during the Vietnam War.
- 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_69c68826e6a48190a3d220b541e639de |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d2e8d7888190a837620967a150e3 |
completed | March 27, 2026, 6:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a9da0ac8190878799d4780f9b28 |
completed | March 28, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69c71b88b27c8190b803f0e9f6402c44 |
completed | March 28, 2026, 12:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71c95299c8190b149082ede7da88c |
completed | March 28, 2026, 12:11 a.m. |
Created at: March 27, 2026, 2:16 p.m.