Triple
T17072302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Motor Europe |
E414251
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
European Hyundai national sales organizations
European Hyundai national sales organizations are country-level subsidiaries responsible for marketing, sales, and distribution of Hyundai vehicles across various European markets.
|
E414251
|
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: European Hyundai national sales organizations | Statement: [Hyundai Motor Europe, collaboratesWith, European Hyundai national sales organizations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Hyundai national sales organizations Context triple: [Hyundai Motor Europe, collaboratesWith, European Hyundai national sales organizations]
-
A.
Hyundai Motor Europe
Hyundai Motor Europe is the European regional headquarters and sales, marketing, and distribution arm of the South Korean automaker Hyundai Motor Company.
-
B.
Hyundai Motor Brasil
Hyundai Motor Brasil is the Brazilian subsidiary of the South Korean automaker Hyundai, responsible for manufacturing, marketing, and distributing Hyundai vehicles in Brazil.
-
C.
Hyundai Electric & Energy Systems
Hyundai Electric & Energy Systems is a South Korean company specializing in electrical equipment and energy solutions, including power systems, transformers, and industrial automation technologies.
-
D.
Hyundai Motor Company production network
The Hyundai Motor Company production network is the global system of manufacturing plants, facilities, and operations through which Hyundai designs, produces, and assembles its vehicles.
-
E.
Hyundai Motor America
Hyundai Motor America is the U.S.-based sales, marketing, and distribution arm of the South Korean automaker Hyundai, responsible for managing the brand’s operations in the American 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: European Hyundai national sales organizations Triple: [Hyundai Motor Europe, collaboratesWith, European Hyundai national sales organizations]
Generated description
European Hyundai national sales organizations are country-level subsidiaries responsible for marketing, sales, and distribution of Hyundai vehicles across various European markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: European Hyundai national sales organizations Target entity description: European Hyundai national sales organizations are country-level subsidiaries responsible for marketing, sales, and distribution of Hyundai vehicles across various European markets.
-
A.
Hyundai Motor Europe
chosen
Hyundai Motor Europe is the European regional headquarters and sales, marketing, and distribution arm of the South Korean automaker Hyundai Motor Company.
-
B.
Hyundai Motor Brasil
Hyundai Motor Brasil is the Brazilian subsidiary of the South Korean automaker Hyundai, responsible for manufacturing, marketing, and distributing Hyundai vehicles in Brazil.
-
C.
Hyundai Electric & Energy Systems
Hyundai Electric & Energy Systems is a South Korean company specializing in electrical equipment and energy solutions, including power systems, transformers, and industrial automation technologies.
-
D.
Hyundai Motor Company production network
The Hyundai Motor Company production network is the global system of manufacturing plants, facilities, and operations through which Hyundai designs, produces, and assembles its vehicles.
-
E.
Hyundai Motor America
Hyundai Motor America is the U.S.-based sales, marketing, and distribution arm of the South Korean automaker Hyundai, responsible for managing the brand’s operations in the American market.
- F. None of above.
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_69d886cef44c8190ba56c44b4e863e64 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbc1b7d48190979a848b4188cb22 |
completed | April 18, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012edbce988190a784448ba8a258a5 |
completed | May 11, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a012fe2a1b081909483baef845cc2c1 |
completed | May 11, 2026, 1:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0130c2ad9881909d8a8b64ebb59aa6 |
completed | May 11, 2026, 1:28 a.m. |
Created at: April 10, 2026, 5:34 a.m.