Triple
T4014468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Motor Company |
E90721
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object |
Hyundai Motor Manufacturing Alabama
Hyundai Motor Manufacturing Alabama is Hyundai’s U.S.-based automotive assembly plant in Montgomery, Alabama, producing vehicles for the North American market.
|
E406813
|
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: Hyundai Motor Manufacturing Alabama | Statement: [Hyundai Motor Company, subsidiary, Hyundai Motor Manufacturing Alabama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hyundai Motor Manufacturing Alabama Context triple: [Hyundai Motor Company, subsidiary, Hyundai Motor Manufacturing Alabama]
-
A.
Kia Motors manufacturing plant
The Kia Motors manufacturing plant in West Point, Georgia is a major automotive production facility that serves as Kia’s primary U.S. assembly plant, producing popular models for the North American market and driving significant local economic growth.
-
B.
GM Silao Assembly Plant
GM Silao Assembly Plant is a General Motors automotive manufacturing facility located in Silao, Guanajuato, Mexico, known for producing full-size pickup trucks and related components for global markets.
-
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.
Spring Hill Assembly Plant
Spring Hill Assembly Plant is a General Motors automotive manufacturing facility in Spring Hill, Tennessee, known for producing a variety of GM vehicles and powertrains.
-
E.
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.
- 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: Hyundai Motor Manufacturing Alabama Triple: [Hyundai Motor Company, subsidiary, Hyundai Motor Manufacturing Alabama]
Generated description
Hyundai Motor Manufacturing Alabama is Hyundai’s U.S.-based automotive assembly plant in Montgomery, Alabama, producing vehicles for the North American market.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hyundai Motor Manufacturing Alabama Target entity description: Hyundai Motor Manufacturing Alabama is Hyundai’s U.S.-based automotive assembly plant in Montgomery, Alabama, producing vehicles for the North American market.
-
A.
Kia Motors manufacturing plant
The Kia Motors manufacturing plant in West Point, Georgia is a major automotive production facility that serves as Kia’s primary U.S. assembly plant, producing popular models for the North American market and driving significant local economic growth.
-
B.
GM Silao Assembly Plant
GM Silao Assembly Plant is a General Motors automotive manufacturing facility located in Silao, Guanajuato, Mexico, known for producing full-size pickup trucks and related components for global markets.
-
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.
Spring Hill Assembly Plant
Spring Hill Assembly Plant is a General Motors automotive manufacturing facility in Spring Hill, Tennessee, known for producing a variety of GM vehicles and powertrains.
-
E.
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.
- 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_69aed95e44088190aff7d90a151b1b20 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa8ad6348190b71feaf8c18c90c2 |
completed | March 9, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c73e6048190a59a8d8bc12c907d |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54d1898d48190b717a17ad366918d |
completed | March 14, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54deeeac881909cc951927e51111f |
completed | March 14, 2026, noon |
Created at: March 9, 2026, 3:35 p.m.