Triple
T16692162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai N |
E405620
|
entity |
| Predicate | hasDevelopmentCenter |
P38229
|
FINISHED |
| Object | Namyang R&D Center |
E1229093
|
NE FINISHED |
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: Namyang R&D Center | Statement: [Hyundai N, hasDevelopmentCenter, Namyang R&D Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Namyang R&D Center Context triple: [Hyundai N, hasDevelopmentCenter, Namyang R&D Center]
-
A.
Namyang R&D Center
chosen
Namyang R&D Center is Hyundai Motor Group’s main research and development complex in South Korea, serving as the core hub for designing and testing the company’s vehicles and performance technologies.
-
B.
Namdong Industrial Complex
Namdong Industrial Complex is a major industrial park in Incheon, South Korea, hosting a wide range of manufacturing and technology-based companies.
-
C.
Pangyo Techno Valley
Pangyo Techno Valley is a major South Korean high-tech industrial and startup hub often dubbed the “Korean Silicon Valley,” known for its concentration of IT, gaming, biotech, and fintech companies.
-
D.
Ulsan Mipo National Industrial Complex
Ulsan Mipo National Industrial Complex is a major South Korean industrial zone in Ulsan known for its heavy industries, including shipbuilding, machinery, and related manufacturing facilities.
-
E.
Daedeok Science Town
Daedeok Science Town is a major research and development hub in South Korea, known for its concentration of high-tech industries, government research institutes, and universities.
- 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: hasDevelopmentCenter Context triple: [Hyundai N, hasDevelopmentCenter, Namyang R&D Center]
-
A.
hasResearchCentersIn
Indicates that an entity maintains or operates research centers located within a specified place or region.
-
B.
hasDevelopmentOrganization
Indicates that an entity is associated with, managed by, or supported by a specific organization responsible for its development.
-
C.
placeOfDevelopment
Indicates the location where something (such as a product, project, or work) was created, designed, or developed.
-
D.
hasResearchCenters
chosen
Indicates that an entity possesses, hosts, or is associated with one or more research centers.
-
E.
hasDispatchCenter
Indicates that an entity is served, managed, or coordinated by a specific dispatch center.
- F. None of above.
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_69d8838c28748190b3f5967c743940ab |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37eaacb948190954231c9e97a4adf |
completed | April 18, 2026, 12:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d36aa90819090b738c1c94dcb9f |
completed | May 10, 2026, 2:59 p.m. |
| PD | Predicate disambiguation | batch_69e319bc73908190a0e38bc926b31f10 |
completed | April 18, 2026, 5:42 a.m. |
Created at: April 10, 2026, 5:19 a.m.