Triple

T14274007
Position Surface form Disambiguated ID Type / Status
Subject Family of Medium Tactical Vehicles E353868 entity
Predicate hasVariant P455 FINISHED
Object M1078
The M1078 is a U.S. military medium tactical cargo truck used primarily for transporting troops and equipment in a variety of operational environments.
 E1090465 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: M1078 | Statement: [Family of Medium Tactical Vehicles, hasVariant, M1078]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M1078
Context triple: [Family of Medium Tactical Vehicles, hasVariant, M1078]
  • A. M1097A1
    The M1097A1 is an upgraded variant of the U.S. military’s HMMWV (Humvee) series, featuring improved payload capacity and performance over earlier models.
  • B. M88A1 armored recovery vehicle
    The M88A1 armored recovery vehicle is a heavily armored, tracked support vehicle designed to recover, tow, and repair disabled tanks and other armored vehicles on the battlefield.
  • C. M728 Combat Engineer Vehicle
    The M728 Combat Engineer Vehicle is a U.S. Army armored engineering vehicle based on the M60 tank chassis, equipped with a dozer blade, winch, and demolition gun for breaching, obstacle removal, and combat engineering tasks.
  • D. 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.
  • E. 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.
  • 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: M1078
Triple: [Family of Medium Tactical Vehicles, hasVariant, M1078]
Generated description
The M1078 is a U.S. military medium tactical cargo truck used primarily for transporting troops and equipment in a variety of operational environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M1078
Target entity description: The M1078 is a U.S. military medium tactical cargo truck used primarily for transporting troops and equipment in a variety of operational environments.
  • A. M1097A1
    The M1097A1 is an upgraded variant of the U.S. military’s HMMWV (Humvee) series, featuring improved payload capacity and performance over earlier models.
  • B. M88A1 armored recovery vehicle
    The M88A1 armored recovery vehicle is a heavily armored, tracked support vehicle designed to recover, tow, and repair disabled tanks and other armored vehicles on the battlefield.
  • C. M728 Combat Engineer Vehicle
    The M728 Combat Engineer Vehicle is a U.S. Army armored engineering vehicle based on the M60 tank chassis, equipped with a dozer blade, winch, and demolition gun for breaching, obstacle removal, and combat engineering tasks.
  • D. 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.
  • E. 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.
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6582f5308190969f4cfd724d9139 completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd326d35808190bbf3f6bbc50554f4 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd372c49d88190ad76477d24e48d59 completed May 8, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd379feff081908a74d12782bedbee completed May 8, 2026, 1:08 a.m.
Created at: April 10, 2026, 1:10 a.m.