Triple
T14165149
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medium Tactical Vehicle Replacement |
E351053
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object | Oshkosh Corporation |
E460153
|
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: Oshkosh Corporation | Statement: [Medium Tactical Vehicle Replacement, manufacturer, Oshkosh Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oshkosh Corporation Context triple: [Medium Tactical Vehicle Replacement, manufacturer, Oshkosh Corporation]
-
A.
Oshkosh Defense
chosen
Oshkosh Defense is an American defense contractor specializing in the design and production of military vehicles and tactical wheeled systems for the U.S. and allied armed forces.
-
B.
Guilford Transportation Industries
Guilford Transportation Industries was a major New England-based railroad holding company that acquired and operated several regional railroads, later rebranding as Pan Am Railways.
-
C.
Patria Land Systems
Patria Land Systems is a Finnish defense company specializing in the design and production of armored military vehicles and related land warfare systems.
-
D.
Marshall Land Systems
Marshall Land Systems is a UK-based defence and aerospace engineering company specializing in the design, manufacture, and support of deployable infrastructure, military vehicles, and mission-critical land-based systems.
-
E.
Leonardo DRS Land Systems
Leonardo DRS Land Systems is a defense technology company specializing in the design, development, and production of military ground vehicle systems and related mission equipment.
- 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b207cc8190b85b1ff0910b54da |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7f57ad88190aeb8ee0f834bfa20 |
completed | May 7, 2026, 8:37 p.m. |
Created at: April 10, 2026, 12:59 a.m.