Triple
T16739959
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Motor Group |
E406809
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
Hyundai Transys
Hyundai Transys is a South Korean automotive parts manufacturer specializing in transmissions and seating systems as a core affiliate of Hyundai Motor Group.
|
E1230815
|
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 Transys | Statement: [Hyundai Motor Group, owns, Hyundai Transys]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hyundai Transys Context triple: [Hyundai Motor Group, owns, Hyundai Transys]
-
A.
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.
-
B.
Hyundai Mobis
Hyundai Mobis is a major South Korean automotive parts and technology company that serves as the primary components and module supplier for the Hyundai Motor Group.
-
C.
Hyundai Precision & Industries
Hyundai Precision & Industries is a South Korean defense and heavy industrial company known for developing and manufacturing armored vehicles and military equipment.
-
D.
Hyundai Engineering & Construction
Hyundai Engineering & Construction is a major South Korean construction and engineering company known for large-scale infrastructure, skyscraper, and civil engineering projects worldwide.
-
E.
Hyundai Development Company
Hyundai Development Company is a South Korean construction and real estate development firm known for major residential, commercial, and infrastructure projects.
- 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 Transys Triple: [Hyundai Motor Group, owns, Hyundai Transys]
Generated description
Hyundai Transys is a South Korean automotive parts manufacturer specializing in transmissions and seating systems as a core affiliate of Hyundai Motor Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hyundai Transys Target entity description: Hyundai Transys is a South Korean automotive parts manufacturer specializing in transmissions and seating systems as a core affiliate of Hyundai Motor Group.
-
A.
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.
-
B.
Hyundai Mobis
Hyundai Mobis is a major South Korean automotive parts and technology company that serves as the primary components and module supplier for the Hyundai Motor Group.
-
C.
Hyundai Precision & Industries
Hyundai Precision & Industries is a South Korean defense and heavy industrial company known for developing and manufacturing armored vehicles and military equipment.
-
D.
Hyundai Engineering & Construction
Hyundai Engineering & Construction is a major South Korean construction and engineering company known for large-scale infrastructure, skyscraper, and civil engineering projects worldwide.
-
E.
Hyundai Development Company
Hyundai Development Company is a South Korean construction and real estate development firm known for major residential, commercial, and infrastructure projects.
- 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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e39c3d4fa48190b0db8f10a39d3ad8 |
completed | April 18, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d50df9c81909452f330eb4336e4 |
completed | May 10, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_6a009e1aa6548190b77def9f74d3272a |
completed | May 10, 2026, 3:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a009eb06d6481909914286301f9b4db |
completed | May 10, 2026, 3:05 p.m. |
Created at: April 10, 2026, 5:20 a.m.