Triple

T16370088
Position Surface form Disambiguated ID Type / Status
Subject Aqaba Governorate E397541 entity
Predicate contains P35 FINISHED
Object Aqaba Special Economic Zone
Aqaba Special Economic Zone is a major Jordanian free-trade and tourism hub on the Red Sea, designed to attract investment and boost economic development in the Aqaba region.
E1208397 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: Aqaba Special Economic Zone | Statement: [Aqaba Governorate, contains, Aqaba Special Economic Zone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aqaba Special Economic Zone
Context triple: [Aqaba Governorate, contains, Aqaba Special Economic Zone]
  • A. Suez Canal Economic Zone
    The Suez Canal Economic Zone is a major Egyptian industrial and logistics hub established around the Suez Canal to attract investment, boost trade, and support global shipping and manufacturing activities.
  • B. 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.
  • C. Jazan Economic City
    Jazan Economic City is a major industrial and logistics hub in southwestern Saudi Arabia, developed to diversify the regional economy and support sectors such as heavy industry, energy, and maritime trade.
  • D. Ras Al Khair Industrial City
    Ras Al Khair Industrial City is a major Saudi industrial hub on the Arabian Gulf, known for its large-scale mining, minerals processing, and maritime industries.
  • E. Sohar Freezone
    Sohar Freezone is an industrial and logistics hub in Sohar, Oman, offering tax and customs incentives to attract manufacturing, trade, and distribution businesses near the Port of Sohar.
  • 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: Aqaba Special Economic Zone
Triple: [Aqaba Governorate, contains, Aqaba Special Economic Zone]
Generated description
Aqaba Special Economic Zone is a major Jordanian free-trade and tourism hub on the Red Sea, designed to attract investment and boost economic development in the Aqaba region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aqaba Special Economic Zone
Target entity description: Aqaba Special Economic Zone is a major Jordanian free-trade and tourism hub on the Red Sea, designed to attract investment and boost economic development in the Aqaba region.
  • A. Suez Canal Economic Zone
    The Suez Canal Economic Zone is a major Egyptian industrial and logistics hub established around the Suez Canal to attract investment, boost trade, and support global shipping and manufacturing activities.
  • B. 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.
  • C. Jazan Economic City
    Jazan Economic City is a major industrial and logistics hub in southwestern Saudi Arabia, developed to diversify the regional economy and support sectors such as heavy industry, energy, and maritime trade.
  • D. Ras Al Khair Industrial City
    Ras Al Khair Industrial City is a major Saudi industrial hub on the Arabian Gulf, known for its large-scale mining, minerals processing, and maritime industries.
  • E. Sohar Freezone
    Sohar Freezone is an industrial and logistics hub in Sohar, Oman, offering tax and customs incentives to attract manufacturing, trade, and distribution businesses near the Port of Sohar.
  • 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_69d87f2778dc8190aa95c7572db127e6 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2ff414d808190beae2ff162e430f8 completed April 18, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002dc44c508190bf87b437d1447db6 completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002f7203d88190834594b03d29b193 completed May 10, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_6a002fd7fba8819095bb67c7e7a0fefd completed May 10, 2026, 7:12 a.m.
Created at: April 10, 2026, 5:08 a.m.