Triple
T23541641
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Development Company |
E577767
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object | HDC Group |
—
|
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: HDC Group | Statement: [Hyundai Development Company, parentOrganization, HDC Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HDC Group Context triple: [Hyundai Development Company, parentOrganization, HDC Group]
-
A.
West Group
West Group was a major American legal publishing company best known for producing comprehensive case law reporters and legal research materials used by lawyers and courts.
-
B.
Farquhar Group
The Farquhar Group is a remote coral island group in the southern Seychelles, known for its atoll formations, rich marine biodiversity, and popularity among sport fishers and divers.
-
C.
GPT Group
GPT Group is an Australian property investment and management company specializing in owning and operating retail shopping centres and commercial real estate.
-
D.
Blueprint Group
Blueprint Group is an influential artist management company in the music industry, known for representing high-profile hip-hop and pop acts and co-founded by executive Gee Roberson.
-
E.
E-DA Group
E-DA Group is a Taiwanese conglomerate best known for its interests in retail, leisure, and entertainment, including ownership of the Eda Rhinos baseball team.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HDC Group Target entity description: HDC Group is a South Korean conglomerate best known for its operations in construction, real estate development, and related infrastructure businesses.
-
A.
West Group
West Group was a major American legal publishing company best known for producing comprehensive case law reporters and legal research materials used by lawyers and courts.
-
B.
Farquhar Group
The Farquhar Group is a remote coral island group in the southern Seychelles, known for its atoll formations, rich marine biodiversity, and popularity among sport fishers and divers.
-
C.
GPT Group
GPT Group is an Australian property investment and management company specializing in owning and operating retail shopping centres and commercial real estate.
-
D.
Blueprint Group
Blueprint Group is an influential artist management company in the music industry, known for representing high-profile hip-hop and pop acts and co-founded by executive Gee Roberson.
-
E.
E-DA Group
E-DA Group is a Taiwanese conglomerate best known for its interests in retail, leisure, and entertainment, including ownership of the Eda Rhinos baseball team.
- F. None of above. chosen
Provenance (2 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_69e245f9d5d08190a4a20004e1784e20 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1ae1b3a8c8190b5b6a58f0476c5d2 |
completed | April 29, 2026, 7:07 a.m. |
Created at: April 17, 2026, 6:10 p.m.