Triple

T13526227
Position Surface form Disambiguated ID Type / Status
Subject Toyota IMV platform E323021 entity
Predicate notableStrategy P22 FINISHED
Object International Multi-purpose Vehicle (IMV) project
The International Multi-purpose Vehicle (IMV) project is Toyota’s global development and production initiative that underpins a range of pickup trucks and SUVs designed for diverse markets using a shared, cost-efficient platform.
E1044623 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: International Multi-purpose Vehicle (IMV) project | Statement: [Toyota IMV platform, notableStrategy, International Multi-purpose Vehicle (IMV) project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: International Multi-purpose Vehicle (IMV) project
Context triple: [Toyota IMV platform, notableStrategy, International Multi-purpose Vehicle (IMV) project]
  • A. Titus armored vehicle
    The Titus armored vehicle is a modern, modular 6x6 wheeled infantry fighting and troop transport platform designed for high mobility and protection in diverse combat and security operations.
  • B. 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.
  • 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. BMP-2 infantry fighting vehicle
    The BMP-2 infantry fighting vehicle is a Soviet-era tracked armored combat vehicle designed to transport infantry into battle while providing significant firepower and protection on the modern battlefield.
  • E. Coyote tactical support vehicle
    The Coyote tactical support vehicle is a British Army reconnaissance and logistics platform designed to provide high-mobility, long-range support for light cavalry and surveillance units.
  • 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: International Multi-purpose Vehicle (IMV) project
Triple: [Toyota IMV platform, notableStrategy, International Multi-purpose Vehicle (IMV) project]
Generated description
The International Multi-purpose Vehicle (IMV) project is Toyota’s global development and production initiative that underpins a range of pickup trucks and SUVs designed for diverse markets using a shared, cost-efficient platform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: International Multi-purpose Vehicle (IMV) project
Target entity description: The International Multi-purpose Vehicle (IMV) project is Toyota’s global development and production initiative that underpins a range of pickup trucks and SUVs designed for diverse markets using a shared, cost-efficient platform.
  • A. Titus armored vehicle
    The Titus armored vehicle is a modern, modular 6x6 wheeled infantry fighting and troop transport platform designed for high mobility and protection in diverse combat and security operations.
  • B. 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.
  • 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. BMP-2 infantry fighting vehicle
    The BMP-2 infantry fighting vehicle is a Soviet-era tracked armored combat vehicle designed to transport infantry into battle while providing significant firepower and protection on the modern battlefield.
  • E. Coyote tactical support vehicle
    The Coyote tactical support vehicle is a British Army reconnaissance and logistics platform designed to provide high-mobility, long-range support for light cavalry and surveillance units.
  • 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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafa6ad60819087824e4ac83934ed completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7549dda6481908e9305690488b1af completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7555173d08190be887e81c148192e completed May 3, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69f75675df788190b4aa562fe0bc1d75 completed May 3, 2026, 2:06 p.m.
Created at: April 9, 2026, 9:44 p.m.