Triple

T6927589
Position Surface form Disambiguated ID Type / Status
Subject Ulsan Mipo National Industrial Complex E160350 entity
Predicate partOf P40 FINISHED
Object Ulsan industrial belt
The Ulsan industrial belt is a major industrial zone in Ulsan, South Korea, known for its concentration of heavy industries such as shipbuilding, petrochemicals, and automotive manufacturing.
 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 industrial belt | Statement: [Ulsan Mipo National Industrial Complex, partOf, Ulsan industrial belt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ulsan industrial belt
Context triple: [Ulsan Mipo National Industrial Complex, partOf, Ulsan industrial belt]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Seoul Capital Area
    The Seoul Capital Area is South Korea’s largest metropolitan region, encompassing Seoul, Incheon, and surrounding Gyeonggi Province, and serving as the country’s political, economic, and cultural hub.
  • E. Siheung
    Siheung is a coastal city in northwestern South Korea known for its industrial complexes, wetlands, and proximity to Seoul.
  • 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 industrial belt
Triple: [Ulsan Mipo National Industrial Complex, partOf, Ulsan industrial belt]
Generated description
The Ulsan industrial belt is a major industrial zone in Ulsan, South Korea, known for its concentration of heavy industries such as shipbuilding, petrochemicals, and automotive manufacturing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ulsan industrial belt
Target entity description: The Ulsan industrial belt is a major industrial zone in Ulsan, South Korea, known for its concentration of heavy industries such as shipbuilding, petrochemicals, and automotive manufacturing.
  • A. Ulsan Mipo National Industrial Complex chosen
    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.
  • B. 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.
  • C. 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.
  • D. Seoul Capital Area
    The Seoul Capital Area is South Korea’s largest metropolitan region, encompassing Seoul, Incheon, and surrounding Gyeonggi Province, and serving as the country’s political, economic, and cultural hub.
  • E. Siheung
    Siheung is a coastal city in northwestern South Korea known for its industrial complexes, wetlands, and proximity to Seoul.
  • F. None of above.

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_69c6884d350081908d8a970e4d40ad78 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da1bf2088190a8ccfa01d9a1efc5 completed March 27, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76182c848819081b973683bdd235f completed March 28, 2026, 5:05 a.m.
NEDg Description generation batch_69c76354b73081908e4f2482bdefb75b completed March 28, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69c763d604148190a3004ab99c79834f completed March 28, 2026, 5:15 a.m.
Created at: March 27, 2026, 2:27 p.m.