Triple

T16067502
Position Surface form Disambiguated ID Type / Status
Subject Denso Corporation E389768 entity
Predicate hasSubsidiary P254 FINISHED
Object DENSO Manufacturing Michigan, Inc.
DENSO Manufacturing Michigan, Inc. is a U.S.-based automotive components manufacturer that operates as a regional production facility of the global automotive supplier DENSO Corporation.
E389768 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: DENSO Manufacturing Michigan, Inc. | Statement: [Denso Corporation, hasSubsidiary, DENSO Manufacturing Michigan, Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DENSO Manufacturing Michigan, Inc.
Context triple: [Denso Corporation, hasSubsidiary, DENSO Manufacturing Michigan, Inc.]
  • A. Denso Corporation
    Denso Corporation is a leading global automotive components manufacturer headquartered in Japan and a key supplier of advanced technologies and systems to major automakers worldwide.
  • B. Toyota Motor Manufacturing Indiana
    Toyota Motor Manufacturing Indiana is a major Toyota vehicle assembly plant in Princeton, Indiana, known for producing SUVs and minivans for the North American market.
  • C. Mazda Motor Manufacturing USA
    Mazda Motor Manufacturing USA was a former automotive manufacturing joint venture facility in Flat Rock, Michigan, that produced vehicles for Mazda (and later Ford) before being renamed the Flat Rock Assembly Plant.
  • D. Toyoda Gosei Co., Ltd.
    Toyoda Gosei Co., Ltd. is a Japanese automotive parts manufacturer known for producing rubber and plastic components, safety systems, and LEDs, and is closely affiliated with the Toyota Group.
  • E. Toyota Motor Manufacturing Canada
    Toyota Motor Manufacturing Canada is a major automotive manufacturing subsidiary of Toyota located in Ontario that produces vehicles for the North American market.
  • 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: DENSO Manufacturing Michigan, Inc.
Triple: [Denso Corporation, hasSubsidiary, DENSO Manufacturing Michigan, Inc.]
Generated description
DENSO Manufacturing Michigan, Inc. is a U.S.-based automotive components manufacturer that operates as a regional production facility of the global automotive supplier DENSO Corporation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DENSO Manufacturing Michigan, Inc.
Target entity description: DENSO Manufacturing Michigan, Inc. is a U.S.-based automotive components manufacturer that operates as a regional production facility of the global automotive supplier DENSO Corporation.
  • A. Denso Corporation chosen
    Denso Corporation is a leading global automotive components manufacturer headquartered in Japan and a key supplier of advanced technologies and systems to major automakers worldwide.
  • B. Toyota Motor Manufacturing Indiana
    Toyota Motor Manufacturing Indiana is a major Toyota vehicle assembly plant in Princeton, Indiana, known for producing SUVs and minivans for the North American market.
  • C. Mazda Motor Manufacturing USA
    Mazda Motor Manufacturing USA was a former automotive manufacturing joint venture facility in Flat Rock, Michigan, that produced vehicles for Mazda (and later Ford) before being renamed the Flat Rock Assembly Plant.
  • D. Toyoda Gosei Co., Ltd.
    Toyoda Gosei Co., Ltd. is a Japanese automotive parts manufacturer known for producing rubber and plastic components, safety systems, and LEDs, and is closely affiliated with the Toyota Group.
  • E. Toyota Motor Manufacturing Canada
    Toyota Motor Manufacturing Canada is a major automotive manufacturing subsidiary of Toyota located in Ontario that produces vehicles for the North American market.
  • F. None of above.

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.