Triple
T3812458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Group |
E93165
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
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.
|
E393739
|
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 Motor Taiwan Co., Ltd. | Statement: [Toyota Group, hasMember, Toyota Motor Taiwan Co., Ltd.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Taiwan Co., Ltd. Context triple: [Toyota Group, hasMember, Toyota Motor Taiwan Co., Ltd.]
-
A.
Toyota Motor Manufacturing Taiwan
Toyota Motor Manufacturing Taiwan is a Taiwanese automotive manufacturing company that produces Toyota vehicles for the local and regional markets as part of the Toyota Group’s global production network.
-
B.
Toyota Motor China Investment Co., Ltd.
Toyota Motor China Investment Co., Ltd. is a Chinese subsidiary of Toyota responsible for the group’s investment, coordination, and strategic operations in the Chinese automotive market.
-
C.
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.
-
D.
Toyota Motor Asia Pacific
Toyota Motor Asia Pacific is the regional headquarters responsible for overseeing Toyota’s automotive operations, marketing, and distribution across the Asia-Pacific region.
-
E.
Toyota Motor Manufacturing Malaysia
Toyota Motor Manufacturing Malaysia is a Malaysian automotive manufacturing company that produces Toyota vehicles and components as part of the global Toyota Group.
- 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 Motor Taiwan Co., Ltd. Triple: [Toyota Group, hasMember, Toyota Motor Taiwan Co., Ltd.]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Taiwan Co., Ltd. Target entity description: 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.
-
A.
Toyota Motor Manufacturing Taiwan
Toyota Motor Manufacturing Taiwan is a Taiwanese automotive manufacturing company that produces Toyota vehicles for the local and regional markets as part of the Toyota Group’s global production network.
-
B.
Toyota Motor China Investment Co., Ltd.
Toyota Motor China Investment Co., Ltd. is a Chinese subsidiary of Toyota responsible for the group’s investment, coordination, and strategic operations in the Chinese automotive market.
-
C.
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.
-
D.
Toyota Motor Asia Pacific
Toyota Motor Asia Pacific is the regional headquarters responsible for overseeing Toyota’s automotive operations, marketing, and distribution across the Asia-Pacific region.
-
E.
Toyota Motor Manufacturing Malaysia
Toyota Motor Manufacturing Malaysia is a Malaysian automotive manufacturing company that produces Toyota vehicles and components as part of the global Toyota Group.
- 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_69aed96a60088190ab1df8390fffc935 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aee8db8a288190afd1e3b9dcf02e97 |
completed | March 9, 2026, 3:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b503f3590c8190b18e2e9dfd84cbcd |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b507cfee048190a41ad30f4ceaf6c8 |
completed | March 14, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b50857e9ec8190bb03f13c4573b779 |
completed | March 14, 2026, 7:03 a.m. |
Created at: March 9, 2026, 3:16 p.m.