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.