Triple
T3812453
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Group |
E93165
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Toyota Motor Pakistan Limited |
E389784
|
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 Pakistan Limited | Statement: [Toyota Group, hasMember, Toyota Motor Pakistan Limited]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Pakistan Limited Context triple: [Toyota Group, hasMember, Toyota Motor Pakistan Limited]
-
A.
Toyota Motor Pakistan
chosen
Toyota Motor Pakistan is the Pakistani automobile manufacturer and distributor affiliated with Toyota, responsible for assembling and selling Toyota vehicles in Pakistan.
-
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 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.
-
D.
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.
-
E.
Daihatsu Motor Co., Ltd.
Daihatsu Motor Co., Ltd. is a Japanese automobile manufacturer best known for producing compact cars and kei vehicles, and operates as a subsidiary within the Toyota group.
- 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.