Triple
T3812429
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Group |
E93165
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Toyota Motor Manufacturing Kenya
Toyota Motor Manufacturing Kenya is the Kenyan subsidiary of Toyota responsible for assembling and distributing Toyota vehicles in the East African region.
|
E389791
|
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 Kenya | Statement: [Toyota Group, hasMember, Toyota Motor Manufacturing Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Manufacturing Kenya Context triple: [Toyota Group, hasMember, Toyota Motor Manufacturing Kenya]
-
A.
Toyota Motor Kyushu, Japan
Toyota Motor Kyushu, Japan is a Toyota manufacturing subsidiary in Kyushu that produces vehicles such as the Toyota Highlander for global markets.
-
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 Europe
Toyota Motor Europe is the regional headquarters responsible for Toyota’s automotive sales, marketing, and manufacturing operations across Europe.
-
D.
Toyota Motor Manufacturing Kentucky
Toyota Motor Manufacturing Kentucky is a large automobile assembly plant operated by Toyota in Georgetown, Kentucky, producing vehicles and engines for the North American market.
-
E.
Mazda Motor Corporation
Mazda Motor Corporation is a Japanese automaker known for its innovative engineering, including rotary engines and driver-focused vehicles, and for its global presence in the automotive market.
- 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 Kenya Triple: [Toyota Group, hasMember, Toyota Motor Manufacturing Kenya]
Generated description
Toyota Motor Manufacturing Kenya is the Kenyan subsidiary of Toyota responsible for assembling and distributing Toyota vehicles in the East African region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Manufacturing Kenya Target entity description: Toyota Motor Manufacturing Kenya is the Kenyan subsidiary of Toyota responsible for assembling and distributing Toyota vehicles in the East African region.
-
A.
Toyota Motor Kyushu, Japan
Toyota Motor Kyushu, Japan is a Toyota manufacturing subsidiary in Kyushu that produces vehicles such as the Toyota Highlander for global markets.
-
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 Europe
Toyota Motor Europe is the regional headquarters responsible for Toyota’s automotive sales, marketing, and manufacturing operations across Europe.
-
D.
Toyota Motor Manufacturing Kentucky
Toyota Motor Manufacturing Kentucky is a large automobile assembly plant operated by Toyota in Georgetown, Kentucky, producing vehicles and engines for the North American market.
-
E.
Mazda Motor Corporation
Mazda Motor Corporation is a Japanese automaker known for its innovative engineering, including rotary engines and driver-focused vehicles, and for its global presence in the automotive market.
- 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_69b4fb3a69908190ba8e7ac37c8ca0f8 |
completed | March 14, 2026, 6:07 a.m. |
| NEDg | Description generation | batch_69b4fbf52fc88190a54ba5b374b2cdad |
completed | March 14, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fc6847e88190b6590aa2e56c8903 |
completed | March 14, 2026, 6:12 a.m. |
Created at: March 9, 2026, 3:16 p.m.