Triple
T16221479
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Motor Philippines |
E393734
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Toyota Financial Services Philippines |
E83496
|
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 Financial Services Philippines | Statement: [Toyota Motor Philippines, associatedWith, Toyota Financial Services Philippines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Financial Services Philippines Context triple: [Toyota Motor Philippines, associatedWith, Toyota Financial Services Philippines]
-
A.
Toyota Financial Services
chosen
Toyota Financial Services is the financial services arm of Toyota, providing auto loans, leasing, insurance, and related financial products to Toyota customers worldwide.
-
B.
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.
-
C.
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.
-
D.
Mitsubishi UFJ Lease & Finance
Mitsubishi UFJ Lease & Finance is a Japanese financial services company specializing in leasing and asset-based financing solutions as part of the Mitsubishi UFJ financial group.
-
E.
TD Auto Finance
TD Auto Finance is an automotive lending and financing company that provides vehicle loans and related financial services to consumers and dealerships across North America.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e227fbd88081909fac3f075d5ea7f4 |
completed | April 17, 2026, 12:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0007987cd881908ebc01141028c0a5 |
completed | May 10, 2026, 4:20 a.m. |
Created at: April 10, 2026, 5:03 a.m.