Triple
T18816668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oshkosh Defense |
E460153
|
entity |
| Predicate | product |
P490
|
FINISHED |
| Object | Mine-Resistant Ambush Protected All-Terrain Vehicle |
—
|
NE NERFINISHED |
How this triple was built (3 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: Mine-Resistant Ambush Protected All-Terrain Vehicle | Statement: [Oshkosh Defense, product, Mine-Resistant Ambush Protected All-Terrain Vehicle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mine-Resistant Ambush Protected All-Terrain Vehicle Context triple: [Oshkosh Defense, product, Mine-Resistant Ambush Protected All-Terrain Vehicle]
-
A.
Casspir mine‑resistant vehicle
The Casspir mine‑resistant vehicle is a South African–designed armored personnel carrier renowned for its V‑shaped hull that protects occupants from land mines and improvised explosive devices.
-
B.
M1130 Command Vehicle
The M1130 Command Vehicle is a Stryker-family armored command-and-control platform designed to provide battlefield commanders with protected mobility, communications, and situational awareness.
-
C.
Stryker armored fighting vehicle
The Stryker armored fighting vehicle is an eight-wheeled, highly mobile, lightly armored combat vehicle used by the U.S. Army for rapid deployment and versatile battlefield roles.
-
D.
Bushmaster Protected Mobility Vehicle
The Bushmaster Protected Mobility Vehicle is an Australian-designed, mine-resistant, ambush-protected military vehicle used to safely transport troops in combat and peacekeeping operations.
-
E.
All Terrain Armored Transport
The All Terrain Armored Transport (AT-AT) is a massive, four-legged Imperial combat walker from the Star Wars universe, known for its heavy armor, towering height, and use in ground assaults against Rebel forces.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mine-Resistant Ambush Protected All-Terrain Vehicle Target entity description: The Mine-Resistant Ambush Protected All-Terrain Vehicle (M-ATV) is a heavily armored, off-road-capable military vehicle designed to protect occupants from improvised explosive devices and ambushes while maintaining high mobility in rugged environments.
-
A.
Casspir mine‑resistant vehicle
The Casspir mine‑resistant vehicle is a South African–designed armored personnel carrier renowned for its V‑shaped hull that protects occupants from land mines and improvised explosive devices.
-
B.
M1130 Command Vehicle
The M1130 Command Vehicle is a Stryker-family armored command-and-control platform designed to provide battlefield commanders with protected mobility, communications, and situational awareness.
-
C.
Stryker armored fighting vehicle
The Stryker armored fighting vehicle is an eight-wheeled, highly mobile, lightly armored combat vehicle used by the U.S. Army for rapid deployment and versatile battlefield roles.
-
D.
Bushmaster Protected Mobility Vehicle
The Bushmaster Protected Mobility Vehicle is an Australian-designed, mine-resistant, ambush-protected military vehicle used to safely transport troops in combat and peacekeeping operations.
-
E.
All Terrain Armored Transport
The All Terrain Armored Transport (AT-AT) is a massive, four-legged Imperial combat walker from the Star Wars universe, known for its heavy armor, towering height, and use in ground assaults against Rebel forces.
- F. None of above. chosen
Provenance (2 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_69d8dcf94c288190a06dea029ae4b223 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5a6b620248190afa21a6ce61e2cff |
completed | April 20, 2026, 4:08 a.m. |
Created at: April 10, 2026, 11:55 a.m.