Triple
T23541641
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Development Company |
E577767
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object |
HDC Group
HDC Group is a South Korean conglomerate best known for its operations in construction, real estate development, and related infrastructure businesses.
|
E1591424
|
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: 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.
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: HDC Group Triple: [Hyundai Development Company, parentOrganization, HDC Group]
Generated description
HDC Group is a South Korean conglomerate best known for its operations in construction, real estate development, and related infrastructure businesses.
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 (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_69e245f9d5d08190a4a20004e1784e20 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1ae1b3a8c8190b5b6a58f0476c5d2 |
completed | April 29, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf5fc0d08190a2d4dcc0206d4315 |
completed | May 19, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_6a0ce348596481909924931969de8141 |
completed | May 19, 2026, 10:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ce3e41c60819095760a2c5a224fb3 |
completed | May 19, 2026, 10:27 p.m. |
Created at: April 17, 2026, 6:10 p.m.