Triple
T16407526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Tsusho Corporation |
E398472
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Toyota Tsusho (Thailand) Co., Ltd.
Toyota Tsusho (Thailand) Co., Ltd. is the Thai-based trading and investment arm of Toyota Tsusho Corporation, supporting Toyota’s automotive and related industries through logistics, distribution, and diversified commercial services in Thailand.
|
E1212341
|
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 Tsusho (Thailand) Co., Ltd. | Statement: [Toyota Tsusho Corporation, hasSubsidiary, Toyota Tsusho (Thailand) Co., Ltd.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Tsusho (Thailand) Co., Ltd. Context triple: [Toyota Tsusho Corporation, hasSubsidiary, Toyota Tsusho (Thailand) Co., Ltd.]
-
A.
Toyota Motor Thailand Co., Ltd.
Toyota Motor Thailand Co., Ltd. is Toyota's principal automotive manufacturing and distribution subsidiary in Thailand, producing and selling Toyota vehicles for the domestic and regional markets.
-
B.
DENSO Thailand Co., Ltd.
DENSO Thailand Co., Ltd. is a major Thai-based automotive components manufacturer and regional production hub of the global DENSO Corporation.
-
C.
Toyota Motor East Japan, Inc.
Toyota Motor East Japan, Inc. is a regional manufacturing subsidiary of Toyota that produces vehicles and components primarily in eastern Japan.
-
D.
Toyota Boshoku Corporation
Toyota Boshoku Corporation is a major Japanese automotive parts manufacturer best known for producing interior components and seats, primarily for Toyota and other automakers worldwide.
-
E.
Toyota Motor Taiwan Co., Ltd.
Toyota Motor Taiwan Co., Ltd. is Toyota’s official subsidiary in Taiwan responsible for the import, manufacturing, and distribution of Toyota vehicles and related services in the Taiwanese 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: Toyota Tsusho (Thailand) Co., Ltd. Triple: [Toyota Tsusho Corporation, hasSubsidiary, Toyota Tsusho (Thailand) Co., Ltd.]
Generated description
Toyota Tsusho (Thailand) Co., Ltd. is the Thai-based trading and investment arm of Toyota Tsusho Corporation, supporting Toyota’s automotive and related industries through logistics, distribution, and diversified commercial services in Thailand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toyota Tsusho (Thailand) Co., Ltd. Target entity description: Toyota Tsusho (Thailand) Co., Ltd. is the Thai-based trading and investment arm of Toyota Tsusho Corporation, supporting Toyota’s automotive and related industries through logistics, distribution, and diversified commercial services in Thailand.
-
A.
Toyota Motor Thailand Co., Ltd.
Toyota Motor Thailand Co., Ltd. is Toyota's principal automotive manufacturing and distribution subsidiary in Thailand, producing and selling Toyota vehicles for the domestic and regional markets.
-
B.
DENSO Thailand Co., Ltd.
DENSO Thailand Co., Ltd. is a major Thai-based automotive components manufacturer and regional production hub of the global DENSO Corporation.
-
C.
Toyota Motor East Japan, Inc.
Toyota Motor East Japan, Inc. is a regional manufacturing subsidiary of Toyota that produces vehicles and components primarily in eastern Japan.
-
D.
Toyota Boshoku Corporation
Toyota Boshoku Corporation is a major Japanese automotive parts manufacturer best known for producing interior components and seats, primarily for Toyota and other automakers worldwide.
-
E.
Toyota Motor Taiwan Co., Ltd.
Toyota Motor Taiwan Co., Ltd. is Toyota’s official subsidiary in Taiwan responsible for the import, manufacturing, and distribution of Toyota vehicles and related services in the Taiwanese market.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e327d36b808190b6b8c412ae0d2faa |
completed | April 18, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c64a05c8190a59e800ce2318052 |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003dfdd4f88190b86db12bb9c7217a |
completed | May 10, 2026, 8:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003e953ca88190bb7c64c12a46c666 |
completed | May 10, 2026, 8:15 a.m. |
Created at: April 10, 2026, 5:09 a.m.