Triple
T3844691
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Motor North America |
E93539
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
Toyota Motor Sales de México
Toyota Motor Sales de México is the Mexican subsidiary responsible for marketing, distributing, and selling Toyota vehicles and services throughout Mexico.
|
E93539
|
NE FINISHED |
How this triple was built (4 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 de México | Statement: [Toyota Motor North America, owns, Toyota Motor Sales de México]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Sales de México Context triple: [Toyota Motor North America, owns, Toyota Motor Sales de México]
-
A.
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.
-
B.
Toyota Motor Manufacturing de Baja California
Toyota Motor Manufacturing de Baja California is a Toyota Group automotive assembly plant in Baja California, Mexico, primarily known for producing pickup trucks and related components for the North American market.
-
C.
Toyota Group
Toyota Group is a Japanese multinational corporate conglomerate centered around Toyota Motor Corporation, encompassing a network of automotive and related businesses.
-
D.
Toyota Motor North America
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.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Toyota Motor Sales de México Triple: [Toyota Motor North America, owns, Toyota Motor Sales de México]
Generated description
Toyota Motor Sales de México is the Mexican subsidiary responsible for marketing, distributing, and selling Toyota vehicles and services throughout Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Sales de México Target entity description: Toyota Motor Sales de México is the Mexican subsidiary responsible for marketing, distributing, and selling Toyota vehicles and services throughout Mexico.
-
A.
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.
-
B.
Toyota Motor Manufacturing de Baja California
Toyota Motor Manufacturing de Baja California is a Toyota Group automotive assembly plant in Baja California, Mexico, primarily known for producing pickup trucks and related components for the North American market.
-
C.
Toyota Group
Toyota Group is a Japanese multinational corporate conglomerate centered around Toyota Motor Corporation, encompassing a network of automotive and related businesses.
-
D.
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.
-
E.
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.
- F. None of above.
Provenance (5 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_69aed96ce578819084ab16e3439976c9 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeebb655c081909ec5ff3d09eb4778 |
completed | March 9, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5122ba6a4819099986e50f42f2a92 |
completed | March 14, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69b5129946508190860e12a8f90eb5ee |
completed | March 14, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513481c308190849e66bbd9caf57c |
completed | March 14, 2026, 7:50 a.m. |
Created at: March 9, 2026, 3:18 p.m.