Triple
T16859397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Motor America |
E409867
|
entity |
| Predicate | competitorInMarket |
P1375
|
FINISHED |
| Object | Toyota Motor Sales U.S.A. |
E93539
|
NE FINISHED |
How this triple was built (3 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 Sales U.S.A. | Statement: [Hyundai Motor America, competitorInMarket, Toyota Motor Sales U.S.A.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Sales U.S.A. Context triple: [Hyundai Motor America, competitorInMarket, Toyota Motor Sales U.S.A.]
-
A.
Toyota Motor North America
chosen
Toyota Motor North America is the regional headquarters responsible for managing Toyota’s automotive operations, sales, marketing, and manufacturing across the United States, Canada, and Mexico.
-
B.
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.
-
C.
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.
-
D.
Toyota Central R&D Labs., Inc.
Toyota Central R&D Labs., Inc. is the main research and development arm of the Toyota Group, conducting advanced scientific and technological innovation to support the company’s automotive and mobility businesses.
-
E.
Toyota Motor East Japan, Inc.
Toyota Motor East Japan, Inc. is a regional manufacturing subsidiary of Toyota that produces vehicles and components primarily in eastern Japan.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: competitorInMarket Context triple: [Hyundai Motor America, competitorInMarket, Toyota Motor Sales U.S.A.]
-
A.
partnerInCompetition
Indicates that two or more entities are collaborating as partners or teammates within the same competitive event or context.
-
B.
competitorOwner
Indicates that one entity owns or controls a business or asset that competes in the same market or domain as another entity’s business or asset.
-
C.
competesWith
chosen
Indicates that two entities are in rivalry or opposition, each striving to outperform or gain advantage over the other in the same domain or objective.
-
D.
successorInMarket
Indicates that one entity has taken over or followed another in serving the same market or customer base.
-
E.
tieneCompetenciaEn
Indicates that an entity possesses skill, expertise, or competence in a specific area, field, or activity.
- F. None of above.
Provenance (4 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_69d88395e6c88190b22730f335107c14 |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b501f72881909f7600311705fb33 |
completed | April 18, 2026, 4:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bb25300c8190a352037c21c244bd |
completed | May 10, 2026, 5:06 p.m. |
| PD | Predicate disambiguation | batch_69e32b8cbb048190878a259cc5be960e |
completed | April 18, 2026, 6:58 a.m. |
Created at: April 10, 2026, 5:24 a.m.