Triple

T16541745
Position Surface form Disambiguated ID Type / Status
Subject Economy of Oman E401833 entity
Predicate keyLogisticsHub P28699 FINISHED
Object 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.
E1219926 NE FINISHED

How this triple was built (5 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: Duqm Special Economic Zone | Statement: [Economy of Oman, keyLogisticsHub, Duqm Special Economic Zone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duqm Special Economic Zone
Context triple: [Economy of Oman, keyLogisticsHub, Duqm Special Economic Zone]
  • A. Rashakai Special Economic Zone
    Rashakai Special Economic Zone is a major industrial and commercial hub in Pakistan developed under the China–Pakistan Economic Corridor to promote manufacturing, trade, and regional economic growth.
  • B. Gwadar Free Zone
    Gwadar Free Zone is a special economic and industrial zone in Pakistan’s port city of Gwadar, developed under the China–Pakistan Economic Corridor to promote trade, manufacturing, and investment.
  • C. Katunayake Free Trade Zone
    Katunayake Free Trade Zone is a major industrial and export-processing area in Sri Lanka known for its concentration of manufacturing facilities and foreign investment.
  • D. Jinqiao Export Processing Zone
    Jinqiao Export Processing Zone is a major industrial and high-tech manufacturing hub in Shanghai’s Pudong district, known for attracting foreign investment and export-oriented enterprises.
  • E. Haikou Special Economic Zone
    Haikou Special Economic Zone is a designated economic development area in Haikou, the capital of China’s Hainan Province, created to attract investment and promote trade-oriented, market-driven growth.
  • 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: Duqm Special Economic Zone
Triple: [Economy of Oman, keyLogisticsHub, Duqm Special Economic Zone]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duqm Special Economic Zone
Target entity description: 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.
  • A. Rashakai Special Economic Zone
    Rashakai Special Economic Zone is a major industrial and commercial hub in Pakistan developed under the China–Pakistan Economic Corridor to promote manufacturing, trade, and regional economic growth.
  • B. Gwadar Free Zone
    Gwadar Free Zone is a special economic and industrial zone in Pakistan’s port city of Gwadar, developed under the China–Pakistan Economic Corridor to promote trade, manufacturing, and investment.
  • C. Katunayake Free Trade Zone
    Katunayake Free Trade Zone is a major industrial and export-processing area in Sri Lanka known for its concentration of manufacturing facilities and foreign investment.
  • D. Jinqiao Export Processing Zone
    Jinqiao Export Processing Zone is a major industrial and high-tech manufacturing hub in Shanghai’s Pudong district, known for attracting foreign investment and export-oriented enterprises.
  • E. Haikou Special Economic Zone
    Haikou Special Economic Zone is a designated economic development area in Haikou, the capital of China’s Hainan Province, created to attract investment and promote trade-oriented, market-driven growth.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: keyLogisticsHub
Context triple: [Economy of Oman, keyLogisticsHub, Duqm Special Economic Zone]
  • A. servesAsCargoHubFor
    Indicates that one entity functions as a central location or facility for handling, consolidating, and distributing cargo associated with another entity.
  • B. logistics
    Indicates the organization, coordination, and management of how resources, goods, or information are efficiently moved and handled between entities.
  • C. logisticsFeature chosen
    Indicates that something possesses a characteristic, capability, or function specifically related to logistics operations or processes.
  • D. keyHub
    Indicates a central or primary element that connects, coordinates, or controls multiple related components or interactions.
  • E. freightConnections
    Indicates the existence or characteristics of transportation links used to move freight or cargo between locations or entities.
  • F. None of above.

Provenance (6 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3455db6788190b929546050ea2488 completed April 18, 2026, 8:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067b0e5708190a286b8a316d6efd2 completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a006895b8ac8190a8d078e6b9f5bb50 completed May 10, 2026, 11:14 a.m.
NED2 Entity disambiguation (via description) batch_6a00694da4a88190944ae4a70ac9f0c3 completed May 10, 2026, 11:17 a.m.
PD Predicate disambiguation batch_69e2969fab208190ad64164d24748c45 completed April 17, 2026, 8:22 p.m.
Created at: April 10, 2026, 5:15 a.m.