Triple

T14901555
Position Surface form Disambiguated ID Type / Status
Subject Ajman Port and Free Zone E360015 entity
Predicate regulatoryAuthority P4784 FINISHED
Object Ajman Free Zone Authority
Ajman Free Zone Authority is the government body responsible for managing and promoting the Ajman Free Zone as a hub for international trade and investment in the Emirate of Ajman, United Arab Emirates.
E360015 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: Ajman Free Zone Authority | Statement: [Ajman Port and Free Zone, regulatoryAuthority, Ajman Free Zone Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ajman Free Zone Authority
Context triple: [Ajman Port and Free Zone, regulatoryAuthority, Ajman Free Zone Authority]
  • A. Dubai Free Zones Council
    The Dubai Free Zones Council is a governing body that oversees and coordinates the policies, development, and strategic direction of Dubai’s various free zones to enhance the emirate’s economic competitiveness and investment climate.
  • B. Jebel Ali Free Zone
    Jebel Ali Free Zone is a major business and logistics hub in Dubai that offers tax and customs advantages to companies operating near the Jebel Ali Port.
  • C. Ajman Port and Free Zone
    Ajman Port and Free Zone is a key maritime and commercial hub in the Emirate of Ajman, United Arab Emirates, offering port facilities and tax-advantaged zones for trade, industry, and logistics.
  • D. Hamriyah Free Zone
    Hamriyah Free Zone is a major industrial and commercial free trade zone in the Emirate of Sharjah in the United Arab Emirates, offering tax incentives and business-friendly regulations to attract international companies.
  • E. Government of Ajman
    The Government of Ajman is the emirate-level governing authority of Ajman in the United Arab Emirates, responsible for public administration, urban development, and the provision of services to residents and businesses.
  • 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: Ajman Free Zone Authority
Triple: [Ajman Port and Free Zone, regulatoryAuthority, Ajman Free Zone Authority]
Generated description
Ajman Free Zone Authority is the government body responsible for managing and promoting the Ajman Free Zone as a hub for international trade and investment in the Emirate of Ajman, United Arab Emirates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ajman Free Zone Authority
Target entity description: Ajman Free Zone Authority is the government body responsible for managing and promoting the Ajman Free Zone as a hub for international trade and investment in the Emirate of Ajman, United Arab Emirates.
  • A. Dubai Free Zones Council
    The Dubai Free Zones Council is a governing body that oversees and coordinates the policies, development, and strategic direction of Dubai’s various free zones to enhance the emirate’s economic competitiveness and investment climate.
  • B. Jebel Ali Free Zone
    Jebel Ali Free Zone is a major business and logistics hub in Dubai that offers tax and customs advantages to companies operating near the Jebel Ali Port.
  • C. Ajman Port and Free Zone chosen
    Ajman Port and Free Zone is a key maritime and commercial hub in the Emirate of Ajman, United Arab Emirates, offering port facilities and tax-advantaged zones for trade, industry, and logistics.
  • D. Hamriyah Free Zone
    Hamriyah Free Zone is a major industrial and commercial free trade zone in the Emirate of Sharjah in the United Arab Emirates, offering tax incentives and business-friendly regulations to attract international companies.
  • E. Government of Ajman
    The Government of Ajman is the emirate-level governing authority of Ajman in the United Arab Emirates, responsible for public administration, urban development, and the provision of services to residents and businesses.
  • 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_69d827980cbc8190a0c569ae3940a1d9 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69ded609bf68819099ca3aa3fe1acadc completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe7e83418081908280a9ed8ddb9fd7 completed May 9, 2026, 12:23 a.m.
NEDg Description generation batch_69fe7f9ea5848190af5edd6d2d22c117 completed May 9, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_69fe7ff91dec8190aa9f0d42a8cd00e0 completed May 9, 2026, 12:29 a.m.
Created at: April 10, 2026, 2:11 a.m.