Triple
T4014470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Motor Company |
E90721
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object |
Hyundai Motor Manufacturing Czech
Hyundai Motor Manufacturing Czech is Hyundai Motor Company's European production plant located in the Czech Republic, specializing in manufacturing Hyundai vehicles for the European market.
|
E406814
|
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 Czech | Statement: [Hyundai Motor Company, subsidiary, Hyundai Motor Manufacturing Czech]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hyundai Motor Manufacturing Czech Context triple: [Hyundai Motor Company, subsidiary, Hyundai Motor Manufacturing Czech]
-
A.
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.
-
B.
Toyota Motor Manufacturing Poland
Toyota Motor Manufacturing Poland is a European production subsidiary of Toyota that manufactures engines and transmissions for the company’s vehicles.
-
C.
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.
-
D.
Hyundai Motor Company
Hyundai Motor Company is a leading South Korean automotive manufacturer known globally for producing a wide range of affordable and reliable vehicles.
-
E.
Kia Motors
Kia Motors is a South Korean automobile manufacturer known for producing a wide range of affordable cars and SUVs for global 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: Hyundai Motor Manufacturing Czech Triple: [Hyundai Motor Company, subsidiary, Hyundai Motor Manufacturing Czech]
Generated description
Hyundai Motor Manufacturing Czech is Hyundai Motor Company's European production plant located in the Czech Republic, specializing in manufacturing Hyundai vehicles for the European market.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hyundai Motor Manufacturing Czech Target entity description: Hyundai Motor Manufacturing Czech is Hyundai Motor Company's European production plant located in the Czech Republic, specializing in manufacturing Hyundai vehicles for the European market.
-
A.
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.
-
B.
Toyota Motor Manufacturing Poland
Toyota Motor Manufacturing Poland is a European production subsidiary of Toyota that manufactures engines and transmissions for the company’s vehicles.
-
C.
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.
-
D.
Hyundai Motor Company
Hyundai Motor Company is a leading South Korean automotive manufacturer known globally for producing a wide range of affordable and reliable vehicles.
-
E.
Kia Motors
Kia Motors is a South Korean automobile manufacturer known for producing a wide range of affordable cars and SUVs for global 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_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.