Triple

T18816667
Position Surface form Disambiguated ID Type / Status
Subject Oshkosh Defense E460153 entity
Predicate product P490 FINISHED
Object Heavy Expanded Mobility Tactical Truck
The Heavy Expanded Mobility Tactical Truck is a U.S. military heavy-duty, off-road logistics vehicle designed to transport large payloads and support combat operations in challenging terrain.
E1343837 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: Heavy Expanded Mobility Tactical Truck | Statement: [Oshkosh Defense, product, Heavy Expanded Mobility Tactical Truck]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heavy Expanded Mobility Tactical Truck
Context triple: [Oshkosh Defense, product, Heavy Expanded Mobility Tactical Truck]
  • A. M1140 FMTV 6x6 truck
    The M1140 FMTV 6x6 truck is a medium tactical military vehicle platform used by the U.S. Army, notably serving as the wheeled carrier for systems like the HIMARS rocket launcher.
  • 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. M561 cargo truck
    The M561 cargo truck is a six-wheel-drive, semi-amphibious tactical vehicle used by the U.S. military for off-road cargo transport, best known as the truck component of the articulated Gama Goat system.
  • D. Humvee
    The Humvee is a rugged, high-mobility military vehicle used extensively by the U.S. armed forces and known for inspiring the civilian Hummer line.
  • E. M1132 Engineer Squad Vehicle
    The M1132 Engineer Squad Vehicle is a Stryker-based armored combat support vehicle designed to transport combat engineers and provide mobility, countermobility, and survivability support on the battlefield.
  • 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: Heavy Expanded Mobility Tactical Truck
Triple: [Oshkosh Defense, product, Heavy Expanded Mobility Tactical Truck]
Generated description
The Heavy Expanded Mobility Tactical Truck is a U.S. military heavy-duty, off-road logistics vehicle designed to transport large payloads and support combat operations in challenging terrain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heavy Expanded Mobility Tactical Truck
Target entity description: The Heavy Expanded Mobility Tactical Truck is a U.S. military heavy-duty, off-road logistics vehicle designed to transport large payloads and support combat operations in challenging terrain.
  • A. M1140 FMTV 6x6 truck
    The M1140 FMTV 6x6 truck is a medium tactical military vehicle platform used by the U.S. Army, notably serving as the wheeled carrier for systems like the HIMARS rocket launcher.
  • 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. M561 cargo truck
    The M561 cargo truck is a six-wheel-drive, semi-amphibious tactical vehicle used by the U.S. military for off-road cargo transport, best known as the truck component of the articulated Gama Goat system.
  • D. Humvee
    The Humvee is a rugged, high-mobility military vehicle used extensively by the U.S. armed forces and known for inspiring the civilian Hummer line.
  • E. M1132 Engineer Squad Vehicle
    The M1132 Engineer Squad Vehicle is a Stryker-based armored combat support vehicle designed to transport combat engineers and provide mobility, countermobility, and survivability support on the battlefield.
  • 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.