Triple
T3812409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Group |
E93165
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Toyota Motor Manufacturing Indiana
Toyota Motor Manufacturing Indiana is a major Toyota vehicle assembly plant in Princeton, Indiana, known for producing SUVs and minivans for the North American market.
|
E402441
|
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 Indiana | Statement: [Toyota Group, hasMember, Toyota Motor Manufacturing Indiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Manufacturing Indiana Context triple: [Toyota Group, hasMember, Toyota Motor Manufacturing Indiana]
-
A.
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.
-
B.
Toyota Motor Manufacturing Texas
Toyota Motor Manufacturing Texas is an automobile assembly plant in San Antonio, Texas, that produces Toyota pickup trucks and SUVs for the North American market.
-
C.
Toyota Motor Manufacturing Alabama
Toyota Motor Manufacturing Alabama is a Toyota engine manufacturing plant located in Huntsville, Alabama, producing engines for various Toyota vehicles in North America.
-
D.
Toyota Motor Manufacturing West Virginia
Toyota Motor Manufacturing West Virginia is a Toyota Group engine and transmission manufacturing plant located in Buffalo, West Virginia, supplying powertrain components for various Toyota and Lexus vehicles in North America.
-
E.
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.
- 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 Indiana Triple: [Toyota Group, hasMember, Toyota Motor Manufacturing Indiana]
Generated description
Toyota Motor Manufacturing Indiana is a major Toyota vehicle assembly plant in Princeton, Indiana, known for producing SUVs and minivans for the North American market.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Manufacturing Indiana Target entity description: Toyota Motor Manufacturing Indiana is a major Toyota vehicle assembly plant in Princeton, Indiana, known for producing SUVs and minivans for the North American market.
-
A.
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.
-
B.
Toyota Motor Manufacturing Texas
Toyota Motor Manufacturing Texas is an automobile assembly plant in San Antonio, Texas, that produces Toyota pickup trucks and SUVs for the North American market.
-
C.
Toyota Motor Manufacturing Alabama
Toyota Motor Manufacturing Alabama is a Toyota engine manufacturing plant located in Huntsville, Alabama, producing engines for various Toyota vehicles in North America.
-
D.
Toyota Motor Manufacturing West Virginia
Toyota Motor Manufacturing West Virginia is a Toyota Group engine and transmission manufacturing plant located in Buffalo, West Virginia, supplying powertrain components for various Toyota and Lexus vehicles in North America.
-
E.
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.
- 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_69b5336ec05c8190ab632671bc1326c2 |
completed | March 14, 2026, 10:07 a.m. |
| NEDg | Description generation | batch_69b5341fb74081909a33753e5fdd5c32 |
completed | March 14, 2026, 10:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b534d279548190bee44aea7828ed3b |
completed | March 14, 2026, 10:13 a.m. |
Created at: March 9, 2026, 3:16 p.m.