Triple
T3812449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Group |
E93165
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Toyota Motor Manufacturing South Africa (Pty) Ltd. |
E389782
|
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 Manufacturing South Africa (Pty) Ltd. | Statement: [Toyota Group, hasMember, Toyota Motor Manufacturing South Africa (Pty) Ltd.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Manufacturing South Africa (Pty) Ltd. Context triple: [Toyota Group, hasMember, Toyota Motor Manufacturing South Africa (Pty) Ltd.]
-
A.
Toyota Motor Manufacturing South Africa
chosen
Toyota Motor Manufacturing South Africa is Toyota’s primary vehicle production and assembly subsidiary in South Africa, supplying both the local market and export destinations.
-
B.
Toyota Motor Kyushu, Japan
Toyota Motor Kyushu, Japan is a Toyota manufacturing subsidiary in Kyushu that produces vehicles such as the Toyota Highlander for global markets.
-
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 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.
-
E.
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.
- 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.