Triple
T16265134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Motor Corporation Australia Limited |
E394855
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | Toyota Australia |
E394855
|
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 Australia | Statement: [Toyota Motor Corporation Australia Limited, abbreviation, Toyota Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Australia Context triple: [Toyota Motor Corporation Australia Limited, abbreviation, Toyota Australia]
-
A.
Ford Australia
Ford Australia was the Australian subsidiary of the Ford Motor Company, known for manufacturing and selling popular vehicles such as the Falcon and for its long-standing rivalry with Holden in the Australian automotive market.
-
B.
Toyota Motor Corporation Australia Limited
chosen
Toyota Motor Corporation Australia Limited is the Australian subsidiary of the global Toyota automotive group, responsible for importing, marketing, and distributing Toyota vehicles and services across Australia.
-
C.
Toyota Motor Manufacturing Australia
Toyota Motor Manufacturing Australia was the Australian manufacturing subsidiary of Toyota that produced vehicles and engines locally until ceasing production in 2017.
-
D.
Cars of Australia
Cars of Australia is a classification grouping that encompasses Australian-produced or Australian-market automobiles, such as the Holden HT series.
-
E.
Australia (as Toyota Kluger)
Australia (as Toyota Kluger) is the regional market where Toyota sells the Highlander SUV under the "Kluger" nameplate.
- 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_69d87f221d8081909b0b2063e7528ba2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e245c73944819085633e6d2a69bae9 |
completed | April 17, 2026, 2:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017b877088190893a1f012e5d2463 |
completed | May 10, 2026, 5:29 a.m. |
Created at: April 10, 2026, 5:05 a.m.