Triple

T16067528
Position Surface form Disambiguated ID Type / Status
Subject Toyota Auto Body Co., Ltd. E389769 entity
Predicate product P490 FINISHED
Object Toyota HiAce
The Toyota HiAce is a versatile light commercial van and minibus widely used around the world for passenger transport, cargo delivery, and commercial applications.
E1193309 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: Toyota HiAce | Statement: [Toyota Auto Body Co., Ltd., product, Toyota HiAce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toyota HiAce
Context triple: [Toyota Auto Body Co., Ltd., product, Toyota HiAce]
  • A. Toyota MiniAce
    The Toyota MiniAce is a compact, cab-over light commercial vehicle and microvan produced by Toyota in the late 1960s and 1970s, designed primarily for urban cargo and small business use.
  • B. Toyota ProAce
    The Toyota ProAce is a light commercial van developed through a collaboration between Toyota and PSA Peugeot Citroën, offered in various body styles for cargo and passenger transport in the European market.
  • C. Toyota ProAce City
    The Toyota ProAce City is a compact light commercial van and family MPV developed through a collaboration with Stellantis, sharing its platform and many components with models like the Citroën Berlingo.
  • D. Nissan NV400
    The Nissan NV400 is a large light commercial van developed in partnership with Renault and Opel/Vauxhall, sharing its platform with the Renault Master.
  • E. Isuzu Elf
    The Isuzu Elf is a line of light-duty commercial trucks produced by Japanese manufacturer Isuzu, widely used for urban delivery and utility applications.
  • 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: Toyota HiAce
Triple: [Toyota Auto Body Co., Ltd., product, Toyota HiAce]
Generated description
The Toyota HiAce is a versatile light commercial van and minibus widely used around the world for passenger transport, cargo delivery, and commercial applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toyota HiAce
Target entity description: The Toyota HiAce is a versatile light commercial van and minibus widely used around the world for passenger transport, cargo delivery, and commercial applications.
  • A. Toyota MiniAce
    The Toyota MiniAce is a compact, cab-over light commercial vehicle and microvan produced by Toyota in the late 1960s and 1970s, designed primarily for urban cargo and small business use.
  • B. Toyota ProAce
    The Toyota ProAce is a light commercial van developed through a collaboration between Toyota and PSA Peugeot Citroën, offered in various body styles for cargo and passenger transport in the European market.
  • C. Toyota ProAce City
    The Toyota ProAce City is a compact light commercial van and family MPV developed through a collaboration with Stellantis, sharing its platform and many components with models like the Citroën Berlingo.
  • D. Nissan NV400
    The Nissan NV400 is a large light commercial van developed in partnership with Renault and Opel/Vauxhall, sharing its platform with the Renault Master.
  • E. Isuzu Elf
    The Isuzu Elf is a line of light-duty commercial trucks produced by Japanese manufacturer Isuzu, widely used for urban delivery and utility applications.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183baf29481908e5c66879e125363 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe480d59c8190962ac596a872b5e0 completed May 10, 2026, 1:50 a.m.
NEDg Description generation batch_69ffe6ee34788190942ef1d3bb805f78 completed May 10, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69ffe7d127848190bbd79a8b94a49f93 completed May 10, 2026, 2:05 a.m.
Created at: April 10, 2026, 4:57 a.m.