Triple

T16067423
Position Surface form Disambiguated ID Type / Status
Subject Aisin Corporation E389767 entity
Predicate hasSubsidiary P254 FINISHED
Object Aisin Takaoka Co., Ltd.
Aisin Takaoka Co., Ltd. is a Japanese automotive parts manufacturer, known especially for producing metal components such as cast and forged parts, and operates as a subsidiary of Aisin Corporation.
 E389767 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: Aisin Takaoka Co., Ltd. | Statement: [Aisin Corporation, hasSubsidiary, Aisin Takaoka Co., Ltd.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aisin Takaoka Co., Ltd.
Context triple: [Aisin Corporation, hasSubsidiary, Aisin Takaoka Co., Ltd.]
  • A. Takenaka Corporation
    Takenaka Corporation is a major Japanese architecture, engineering, and construction firm known for designing and building prominent structures domestically and internationally.
  • B. Taisei Corporation
    Taisei Corporation is a major Japanese construction and civil engineering company known for leading large-scale infrastructure and landmark building projects in Japan and abroad.
  • C. Obayashi Corporation
    Obayashi Corporation is a major Japanese construction and engineering company known for its involvement in large-scale infrastructure and building projects worldwide.
  • D. Aisin Corporation
    Aisin Corporation is a major Japanese automotive parts manufacturer best known as a key supplier of transmissions and other components within the Toyota Group.
  • E. Komatsu Limited
    Komatsu Limited is a major Japanese multinational corporation that manufactures construction, mining, and military equipment.
  • 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: Aisin Takaoka Co., Ltd.
Triple: [Aisin Corporation, hasSubsidiary, Aisin Takaoka Co., Ltd.]
Generated description
Aisin Takaoka Co., Ltd. is a Japanese automotive parts manufacturer, known especially for producing metal components such as cast and forged parts, and operates as a subsidiary of Aisin Corporation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aisin Takaoka Co., Ltd.
Target entity description: Aisin Takaoka Co., Ltd. is a Japanese automotive parts manufacturer, known especially for producing metal components such as cast and forged parts, and operates as a subsidiary of Aisin Corporation.
  • A. Takenaka Corporation
    Takenaka Corporation is a major Japanese architecture, engineering, and construction firm known for designing and building prominent structures domestically and internationally.
  • B. Taisei Corporation
    Taisei Corporation is a major Japanese construction and civil engineering company known for leading large-scale infrastructure and landmark building projects in Japan and abroad.
  • C. Obayashi Corporation
    Obayashi Corporation is a major Japanese construction and engineering company known for its involvement in large-scale infrastructure and building projects worldwide.
  • D. Aisin Corporation chosen
    Aisin Corporation is a major Japanese automotive parts manufacturer best known as a key supplier of transmissions and other components within the Toyota Group.
  • E. Komatsu Limited
    Komatsu Limited is a major Japanese multinational corporation that manufactures construction, mining, and military equipment.
  • 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_69fff299f14c8190a5f88754b6a78b1f completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3478bfc8190bbcc0afbf6dbb089 completed May 10, 2026, 2:53 a.m.
NED2 Entity disambiguation (via description) batch_69fff3d29f50819093a9355d016f48dd completed May 10, 2026, 2:56 a.m.
Created at: April 10, 2026, 4:57 a.m.