Triple
T22837714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Korean |
E565990
|
entity |
| Predicate | associatedWithAutomotiveIndustry |
P149918
|
FINISHED |
| Object | Hyundai Motor Company |
—
|
NE NERFINISHED |
How this triple was built (3 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 Company | Statement: [South Korean, associatedWithAutomotiveIndustry, Hyundai Motor Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hyundai Motor Company Context triple: [South Korean, associatedWithAutomotiveIndustry, Hyundai Motor Company]
-
A.
Hyundai Motor Company
chosen
Hyundai Motor Company is a leading South Korean automotive manufacturer known globally for producing a wide range of affordable and reliable vehicles.
-
B.
Hyundai Motor Group
Hyundai Motor Group is a South Korean multinational conglomerate primarily known for its global automotive operations, including the Hyundai and Kia brands, along with various affiliated mobility and manufacturing businesses.
-
C.
Kia Motors
Kia Motors is a South Korean automobile manufacturer known for producing a wide range of affordable cars and SUVs for global markets.
-
D.
Hyundai Group (historically)
Hyundai Group (historically) was a major South Korean chaebol conglomerate with diversified interests spanning construction, shipbuilding, automotive, and heavy industries.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedWithAutomotiveIndustry Context triple: [South Korean, associatedWithAutomotiveIndustry, Hyundai Motor Company]
-
A.
hasAutomotiveIndustryBrand
Indicates that an entity possesses, is associated with, or operates a specific brand within the automotive industry.
-
B.
drivingIndustry
Indicates that one entity serves as a primary force or engine that propels, sustains, or significantly influences the activity, growth, or direction of an industry.
-
C.
hasAutomotiveCluster
Indicates that an entity possesses or is associated with a concentration of automotive-related industries, organizations, or activities.
-
D.
automotiveSegment
Indicates a classification relationship where an automotive product, brand, or activity is assigned to a specific market or vehicle segment within the automotive industry.
-
E.
containsIndustry
Indicates that one entity includes or encompasses a particular industry within its scope, structure, or operations.
- F. None of above. chosen
Provenance (4 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_69e245869e188190a196584f36e682da |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17e303cec81909c5c118dc8c93354 |
completed | April 29, 2026, 3:42 a.m. |
| PD | Predicate disambiguation | batch_69eed2d117088190acbfe130d84f8627 |
completed | April 27, 2026, 3:06 a.m. |
| PDg | Predicate description generation | batch_69eeeb577e2081909f4a4e9c296535c0 |
completed | April 27, 2026, 4:51 a.m. |
Created at: April 17, 2026, 3:35 p.m.