Triple
T3812443
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Group |
E93165
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Toyota Motor Manufacturing Alabama, Inc. |
E394853
|
NE FINISHED |
How this triple was built (2 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 Alabama, Inc. | Statement: [Toyota Group, hasMember, Toyota Motor Manufacturing Alabama, Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Motor Manufacturing Alabama, Inc. Context triple: [Toyota Group, hasMember, Toyota Motor Manufacturing Alabama, Inc.]
-
A.
Toyota Motor Manufacturing Alabama
chosen
Toyota Motor Manufacturing Alabama is a Toyota engine manufacturing plant located in Huntsville, Alabama, producing engines for various Toyota vehicles in North America.
-
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 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.
-
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.
Toyota Auto Body Co., Ltd.
Toyota Auto Body Co., Ltd. is a Japanese automotive manufacturer within the Toyota Group that specializes in designing and producing vehicle bodies, minivans, and commercial vehicles.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b5560d5ad4819086d7c34e53afb4f6 |
completed | March 14, 2026, 12:35 p.m. |
Created at: March 9, 2026, 3:16 p.m.