Triple
T7751078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bureau of Naval Weapons |
E175761
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object | United States defense contractors |
E398130
|
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: United States defense contractors | Statement: [Bureau of Naval Weapons, collaboratedWith, United States defense contractors]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States defense contractors Context triple: [Bureau of Naval Weapons, collaboratedWith, United States defense contractors]
-
A.
United States defense companies
chosen
United States defense companies are major global arms manufacturers and technology firms that develop and supply advanced military equipment, systems, and services to the U.S. government and allied nations.
-
B.
NATO defense industries
NATO defense industries comprise the network of defense contractors and manufacturers within NATO member states that develop and produce military equipment, technologies, and services to support the alliance’s collective security and defense objectives.
-
C.
U.S. defense industrial base
The U.S. defense industrial base is the nationwide network of companies, facilities, and workers that design, produce, and maintain military equipment and technologies for the United States armed forces.
-
D.
General Dynamics
General Dynamics is a major American aerospace and defense corporation known for developing advanced military systems, including missiles, submarines, and combat vehicles.
-
E.
Raytheon Company
Raytheon Company was a major American defense contractor and industrial corporation known for developing advanced military technologies, including missile systems and radar.
- 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_69c69960b3588190a53aa590d31d9544 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c703b264c0819095c37534a676531d |
completed | March 27, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8be576274819092e5ebdbcf2361da |
completed | March 29, 2026, 5:53 a.m. |
Created at: March 27, 2026, 4:08 p.m.