Triple

T21589974
Position Surface form Disambiguated ID Type / Status
Subject Quang Ngai City E532752 entity
Predicate hasNearbyIndustrialZone P20649 FINISHED
Object Dung Quat Economic Zone
Dung Quat Economic Zone is a major industrial and petrochemical hub in central Vietnam, known for hosting the country’s first oil refinery and various heavy industry projects.
 E1492019 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: Dung Quat Economic Zone | Statement: [Quang Ngai City, hasNearbyIndustrialZone, Dung Quat Economic Zone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dung Quat Economic Zone
Context triple: [Quang Ngai City, hasNearbyIndustrialZone, Dung Quat Economic Zone]
  • A. Dinh Vu – Cat Hai Economic Zone
    Dinh Vu – Cat Hai Economic Zone is a major coastal industrial and logistics hub in Hai Phong, Vietnam, featuring deep-sea port facilities and large-scale manufacturing and service complexes.
  • B. Long Duc Industrial Park
    Long Duc Industrial Park is a major industrial zone in Vietnam that hosts a variety of manufacturing and export-oriented enterprises, contributing significantly to regional economic development.
  • C. Duqm Special Economic Zone
    Duqm Special Economic Zone is a major industrial and maritime hub in Oman, developed to diversify the economy through ports, logistics, manufacturing, and energy-related investments.
  • D. Long Thanh Industrial Zone
    Long Thanh Industrial Zone is a major industrial park in southern Vietnam known for hosting diverse manufacturing and export-oriented enterprises near key transport hubs.
  • E. Rason Special Economic Zone
    The Rason Special Economic Zone is a North Korean free-trade and investment area near the borders with China and Russia, created to attract foreign capital and experiment with limited market-oriented economic policies.
  • 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: Dung Quat Economic Zone
Triple: [Quang Ngai City, hasNearbyIndustrialZone, Dung Quat Economic Zone]
Generated description
Dung Quat Economic Zone is a major industrial and petrochemical hub in central Vietnam, known for hosting the country’s first oil refinery and various heavy industry projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dung Quat Economic Zone
Target entity description: Dung Quat Economic Zone is a major industrial and petrochemical hub in central Vietnam, known for hosting the country’s first oil refinery and various heavy industry projects.
  • A. Dinh Vu – Cat Hai Economic Zone
    Dinh Vu – Cat Hai Economic Zone is a major coastal industrial and logistics hub in Hai Phong, Vietnam, featuring deep-sea port facilities and large-scale manufacturing and service complexes.
  • B. Long Duc Industrial Park
    Long Duc Industrial Park is a major industrial zone in Vietnam that hosts a variety of manufacturing and export-oriented enterprises, contributing significantly to regional economic development.
  • C. Duqm Special Economic Zone
    Duqm Special Economic Zone is a major industrial and maritime hub in Oman, developed to diversify the economy through ports, logistics, manufacturing, and energy-related investments.
  • D. Long Thanh Industrial Zone
    Long Thanh Industrial Zone is a major industrial park in southern Vietnam known for hosting diverse manufacturing and export-oriented enterprises near key transport hubs.
  • E. Rason Special Economic Zone
    The Rason Special Economic Zone is a North Korean free-trade and investment area near the borders with China and Russia, created to attract foreign capital and experiment with limited market-oriented economic policies.
  • 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_69e0c46251648190876f0427cf2d321b completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eefadd0ec88190929c76137bd1603e completed April 27, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09f681f8a08190965cf2c3b12eb134 completed May 17, 2026, 5:10 p.m.
NEDg Description generation batch_6a09f85e21948190a6563d309c349f78 completed May 17, 2026, 5:18 p.m.
NED2 Entity disambiguation (via description) batch_6a09f8d30ff08190b3bc6c45f7b5257b completed May 17, 2026, 5:20 p.m.
Created at: April 16, 2026, 6:32 p.m.