Triple
T3812399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Group |
E93165
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Toyota Motor Manufacturing France
Toyota Motor Manufacturing France is a French automobile manufacturing plant of the Toyota Group, primarily known for producing compact vehicles for the European market.
|
E393730
|
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 Manufacturing France | Statement: [Toyota Group, hasMember, Toyota Motor Manufacturing France]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Manufacturing France Context triple: [Toyota Group, hasMember, Toyota Motor Manufacturing France]
-
A.
Toyota Motor Europe
Toyota Motor Europe is the regional headquarters responsible for Toyota’s automotive sales, marketing, and manufacturing operations across Europe.
-
B.
Toyota Motor Manufacturing Canada
Toyota Motor Manufacturing Canada is a major automotive manufacturing subsidiary of Toyota located in Ontario that produces vehicles for the North American market.
-
C.
Toyota Motor Manufacturing UK
Toyota Motor Manufacturing UK is Toyota’s British manufacturing subsidiary, operating major car and engine plants that produce vehicles primarily for European markets.
-
D.
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.
-
E.
Toyota Motor Manufacturing Czech Republic
Toyota Motor Manufacturing Czech Republic is an automotive production company in the Czech Republic that operates as part of Toyota’s global manufacturing network, assembling vehicles for European and other markets.
- 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 Manufacturing France Triple: [Toyota Group, hasMember, Toyota Motor Manufacturing France]
Generated description
Toyota Motor Manufacturing France is a French automobile manufacturing plant of the Toyota Group, primarily known for producing compact vehicles for the European market.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Manufacturing France Target entity description: Toyota Motor Manufacturing France is a French automobile manufacturing plant of the Toyota Group, primarily known for producing compact vehicles for the European market.
-
A.
Toyota Motor Europe
Toyota Motor Europe is the regional headquarters responsible for Toyota’s automotive sales, marketing, and manufacturing operations across Europe.
-
B.
Toyota Motor Manufacturing Canada
Toyota Motor Manufacturing Canada is a major automotive manufacturing subsidiary of Toyota located in Ontario that produces vehicles for the North American market.
-
C.
Toyota Motor Manufacturing UK
Toyota Motor Manufacturing UK is Toyota’s British manufacturing subsidiary, operating major car and engine plants that produce vehicles primarily for European markets.
-
D.
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.
-
E.
Toyota Motor Manufacturing Czech Republic
Toyota Motor Manufacturing Czech Republic is an automotive production company in the Czech Republic that operates as part of Toyota’s global manufacturing network, assembling vehicles for European and other markets.
- F. None of above. chosen
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_69aed96a60088190ab1df8390fffc935 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aee8db8a288190afd1e3b9dcf02e97 |
completed | March 9, 2026, 3:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b503f3590c8190b18e2e9dfd84cbcd |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b507cfee048190a41ad30f4ceaf6c8 |
completed | March 14, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b50857e9ec8190bb03f13c4573b779 |
completed | March 14, 2026, 7:03 a.m. |
Created at: March 9, 2026, 3:16 p.m.