Triple
T7012003
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | R. E. Bishop |
E162604
|
entity |
| Predicate | participatedIn |
P149
|
FINISHED |
| Object | World War II aircraft development |
E533753
|
NE FINISHED |
How this triple was built (2 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: World War II aircraft development | Statement: [R. E. Bishop, participatedIn, World War II aircraft development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World War II aircraft development Context triple: [R. E. Bishop, participatedIn, World War II aircraft development]
-
A.
World War II military aviation
chosen
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.
-
B.
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.
-
C.
United States wartime aircraft production program
The United States wartime aircraft production program was a massive World War II industrial mobilization effort that coordinated government and private industry to rapidly design, manufacture, and deliver military aircraft on an unprecedented scale.
-
D.
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.
-
E.
World War II airborne operations
World War II airborne operations were large-scale military actions in which paratroopers and glider-borne troops were dropped behind enemy lines to seize key objectives and support ground offensives.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c6885a127c8190867b059bdccf13ff |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dc5729448190af66dbd6f3e8936e |
completed | March 27, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a4bd424819097e1543ec59979ff |
completed | March 28, 2026, 5:42 a.m. |
Created at: March 27, 2026, 2:34 p.m.