Triple
T3812451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Group |
E93165
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Toyota Motor Vietnam Co., Ltd. |
E389783
|
NE FINISHED |
How this triple was built (2 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 Vietnam Co., Ltd. | Statement: [Toyota Group, hasMember, Toyota Motor Vietnam Co., Ltd.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Vietnam Co., Ltd. Context triple: [Toyota Group, hasMember, Toyota Motor Vietnam Co., Ltd.]
-
A.
Toyota Motor Vietnam
chosen
Toyota Motor Vietnam is the Vietnamese subsidiary of Toyota responsible for manufacturing, assembling, and distributing Toyota vehicles in Vietnam.
-
B.
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.
-
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 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.
-
E.
Toyota Motor Corporation
Toyota Motor Corporation is a Japanese multinational automaker renowned for its reliable vehicles, pioneering of lean manufacturing and the Toyota Production System, and global leadership in hybrid technology.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 9, 2026, 3:16 p.m.