Triple
T3812431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Group |
E93165
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Toyota Motor Manufacturing Portugal
Toyota Motor Manufacturing Portugal is a Portuguese production subsidiary of the Toyota Group that assembles and manufactures Toyota vehicles for regional markets.
|
E393736
|
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 Portugal | Statement: [Toyota Group, hasMember, Toyota Motor Manufacturing Portugal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Manufacturing Portugal Context triple: [Toyota Group, hasMember, Toyota Motor Manufacturing Portugal]
-
A.
Toyota Motor Manufacturing Brazil
Toyota Motor Manufacturing Brazil is the Brazilian manufacturing subsidiary of Toyota responsible for producing and assembling the company’s vehicles for the local and regional markets.
-
B.
Toyota Motor Manufacturing Spain
Toyota Motor Manufacturing Spain is a Spanish production subsidiary of the Toyota Group that manufactures Toyota vehicles and components for European and global markets.
-
C.
Toyota Motor Europe
Toyota Motor Europe is the regional headquarters responsible for Toyota’s automotive sales, marketing, and manufacturing operations across Europe.
-
D.
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.
-
E.
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.
- 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 Portugal Triple: [Toyota Group, hasMember, Toyota Motor Manufacturing Portugal]
Generated description
Toyota Motor Manufacturing Portugal is a Portuguese production subsidiary of the Toyota Group that assembles and manufactures Toyota vehicles for regional markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Manufacturing Portugal Target entity description: Toyota Motor Manufacturing Portugal is a Portuguese production subsidiary of the Toyota Group that assembles and manufactures Toyota vehicles for regional markets.
-
A.
Toyota Motor Manufacturing Brazil
Toyota Motor Manufacturing Brazil is the Brazilian manufacturing subsidiary of Toyota responsible for producing and assembling the company’s vehicles for the local and regional markets.
-
B.
Toyota Motor Manufacturing Spain
Toyota Motor Manufacturing Spain is a Spanish production subsidiary of the Toyota Group that manufactures Toyota vehicles and components for European and global markets.
-
C.
Toyota Motor Europe
Toyota Motor Europe is the regional headquarters responsible for Toyota’s automotive sales, marketing, and manufacturing operations across Europe.
-
D.
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.
-
E.
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.
- 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.