Triple
T16068118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Motor Pakistan |
E389784
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object | Toyota Pakistan |
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 Pakistan | Statement: [Toyota Motor Pakistan, shortName, Toyota Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Pakistan Context triple: [Toyota Motor Pakistan, shortName, Toyota Pakistan]
-
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.
Abdul Latif Jameel Motors
Abdul Latif Jameel Motors is a major automotive distributor and retailer, best known as a leading Toyota dealer and mobility services provider in the Middle East and other global markets.
-
C.
Toyota Kirloskar Motor Pvt. Ltd.
Toyota Kirloskar Motor Pvt. Ltd. is a joint venture automotive manufacturer in India responsible for producing and marketing Toyota vehicles in the Indian market.
-
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.
Tata Motors
Tata Motors is a major Indian multinational automotive manufacturer known for producing a wide range of passenger and commercial vehicles and for owning the luxury car brand Jaguar Land Rover.
- 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.