Triple
T4701358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joint Light Tactical Vehicle |
E104279
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object |
Oshkosh Defense
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.
|
E460153
|
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: Oshkosh Defense | Statement: [Joint Light Tactical Vehicle, manufacturer, Oshkosh Defense]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oshkosh Defense Context triple: [Joint Light Tactical Vehicle, manufacturer, Oshkosh Defense]
-
A.
Nexter Systems
Nexter Systems is a French defense company specializing in the design and manufacture of military land systems, including armored vehicles, artillery, and ammunition.
-
B.
General Dynamics
General Dynamics is a major American aerospace and defense corporation known for developing advanced military systems, including missiles, submarines, and combat vehicles.
-
C.
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.
-
D.
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.
-
E.
TECOM Group
TECOM Group is a Dubai-based business park developer and operator known for creating and managing specialized free zones and industry-focused communities across sectors such as media, technology, education, and science.
- 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: Oshkosh Defense Triple: [Joint Light Tactical Vehicle, manufacturer, Oshkosh Defense]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oshkosh Defense Target entity description: 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.
-
A.
Nexter Systems
Nexter Systems is a French defense company specializing in the design and manufacture of military land systems, including armored vehicles, artillery, and ammunition.
-
B.
General Dynamics
General Dynamics is a major American aerospace and defense corporation known for developing advanced military systems, including missiles, submarines, and combat vehicles.
-
C.
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.
-
D.
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.
-
E.
TECOM Group
TECOM Group is a Dubai-based business park developer and operator known for creating and managing specialized free zones and industry-focused communities across sectors such as media, technology, education, and science.
- 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_69bd43e9b88481908582103dcadff3d9 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63cd447081908120ee1691009982 |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03ca24848190aa7df32472647cae |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be04513ec081909d38f33de795402b |
completed | March 21, 2026, 2:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be051027c88190a4f24ed5cb17b605 |
completed | March 21, 2026, 2:40 a.m. |
Created at: March 20, 2026, 1:17 p.m.