Triple
T16068085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Motor Vietnam |
E389783
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Toyota operations in Southeast Asia |
E389772
|
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 operations in Southeast Asia | Statement: [Toyota Motor Vietnam, partOf, Toyota operations in Southeast Asia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota operations in Southeast Asia Context triple: [Toyota Motor Vietnam, partOf, Toyota operations in Southeast Asia]
-
A.
Toyota Motor Asia Pacific
chosen
Toyota Motor Asia Pacific is the regional headquarters responsible for overseeing Toyota’s automotive operations, marketing, and distribution across the Asia-Pacific region.
-
B.
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.
-
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 Philippines
Toyota Motor Philippines is the Philippine-based subsidiary of Toyota Motor Corporation responsible for manufacturing, importing, and distributing Toyota vehicles in the country.
-
E.
Toyota Motor Vietnam
Toyota Motor Vietnam is the Vietnamese subsidiary of Toyota responsible for manufacturing, assembling, and distributing Toyota vehicles in Vietnam.
- 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_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. |
Created at: April 10, 2026, 4:57 a.m.