Triple
T3812460
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Group |
E93165
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Toyota Egypt S.A.E. |
E389789
|
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 Egypt S.A.E. | Statement: [Toyota Group, hasMember, Toyota Egypt S.A.E.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Egypt S.A.E. Context triple: [Toyota Group, hasMember, Toyota Egypt S.A.E.]
-
A.
Toyota Motor Manufacturing Egypt
chosen
Toyota Motor Manufacturing Egypt is the Egyptian manufacturing subsidiary of Toyota responsible for producing and assembling Toyota vehicles for the local and regional markets.
-
B.
Toyota Motor Manufacturing Kenya
Toyota Motor Manufacturing Kenya is the Kenyan subsidiary of Toyota responsible for assembling and distributing Toyota vehicles in the East African region.
-
C.
Toyota Auto Body Co., Ltd.
Toyota Auto Body Co., Ltd. is a Japanese automotive manufacturer within the Toyota Group that specializes in designing and producing vehicle bodies, minivans, and commercial vehicles.
-
D.
Toyota Motor Manufacturing Turkey
Toyota Motor Manufacturing Turkey is a Turkish-based production subsidiary of Toyota that manufactures vehicles and components for both domestic and export markets.
-
E.
Toyota Motor Manufacturing Czech Republic
Toyota Motor Manufacturing Czech Republic is an automotive production company in the Czech Republic that operates as part of Toyota’s global manufacturing network, assembling vehicles for European and other markets.
- 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.