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
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.
E1343838 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: 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.
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: Mine-Resistant Ambush Protected All-Terrain Vehicle
Triple: [Oshkosh Defense, product, Mine-Resistant Ambush Protected All-Terrain Vehicle]
Generated 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.
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 (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_69d8dcf94c288190a06dea029ae4b223 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5a6b620248190afa21a6ce61e2cff completed April 20, 2026, 4:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a055bc7cf40819084b9b975daa86b5f completed May 14, 2026, 5:21 a.m.
NEDg Description generation batch_6a055d9a9da88190b974e8803ca8537f completed May 14, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_6a055e1a22308190bb7f2337fabc5bdf completed May 14, 2026, 5:31 a.m.
Created at: April 10, 2026, 11:55 a.m.