Triple
T1351696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ulsan |
E28895
|
entity |
| Predicate | hasIndustrialComplex |
P13026
|
FINISHED |
| Object |
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.
|
E160350
|
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: Ulsan Mipo National Industrial Complex | Statement: [Ulsan, hasIndustrialComplex, Ulsan Mipo National Industrial Complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ulsan Mipo National Industrial Complex Context triple: [Ulsan, hasIndustrialComplex, Ulsan Mipo National Industrial Complex]
-
A.
Kaesong Industrial Region
The Kaesong Industrial Region is a special inter-Korean industrial park in North Korea where South Korean companies operated factories using North Korean labor as a symbol of economic cooperation between the two Koreas.
-
B.
Incheon Free Economic Zone
The Incheon Free Economic Zone is a major South Korean hub for international business, logistics, and high-tech industries, developed around Incheon to attract foreign investment with special economic incentives and advanced infrastructure.
-
C.
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.
-
D.
Ulsan-gwangyeoksi
Ulsan-gwangyeoksi is a metropolitan city in southeastern South Korea known as a major industrial and shipping center, particularly for automobile and shipbuilding industries.
-
E.
Ulsan
Ulsan is a major industrial city in southeastern South Korea, known for its large automobile, shipbuilding, and petrochemical complexes.
- 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: Ulsan Mipo National Industrial Complex Triple: [Ulsan, hasIndustrialComplex, Ulsan Mipo National Industrial Complex]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ulsan Mipo National Industrial Complex Target entity description: 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.
-
A.
Kaesong Industrial Region
The Kaesong Industrial Region is a special inter-Korean industrial park in North Korea where South Korean companies operated factories using North Korean labor as a symbol of economic cooperation between the two Koreas.
-
B.
Incheon Free Economic Zone
The Incheon Free Economic Zone is a major South Korean hub for international business, logistics, and high-tech industries, developed around Incheon to attract foreign investment with special economic incentives and advanced infrastructure.
-
C.
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.
-
D.
Ulsan-gwangyeoksi
Ulsan-gwangyeoksi is a metropolitan city in southeastern South Korea known as a major industrial and shipping center, particularly for automobile and shipbuilding industries.
-
E.
Ulsan
Ulsan is a major industrial city in southeastern South Korea, known for its large automobile, shipbuilding, and petrochemical complexes.
- 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c48e6534819090d23f3cc25093ae |
completed | March 1, 2026, 10:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde1555048190b73c1616d1979b08 |
completed | March 8, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_69acdee073fc819098c906d91870b317 |
completed | March 8, 2026, 2:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace0a7ddc08190a44be1707587351b |
completed | March 8, 2026, 2:36 a.m. |
Created at: March 1, 2026, 7:56 p.m.