Triple

T16176096
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Agriculture, Fisheries and Water Resources (Oman) E392567 entity
Predicate appliesPolicy P1051 FINISHED
Object national fisheries policy of Oman
The national fisheries policy of Oman is the government’s strategic framework for sustainably managing and developing the country’s marine resources, fishing industry, and coastal communities.
E392567 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: national fisheries policy of Oman | Statement: [Ministry of Agriculture, Fisheries and Water Resources (Oman), appliesPolicy, national fisheries policy of Oman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: national fisheries policy of Oman
Context triple: [Ministry of Agriculture, Fisheries and Water Resources (Oman), appliesPolicy, national fisheries policy of Oman]
  • A. European Union fisheries policy
    European Union fisheries policy is the set of rules and management measures through which the EU regulates fishing activities, conserves marine resources, and allocates fishing rights among member states.
  • B. Ministry of Agriculture, Fisheries and Water Resources (Oman)
    The Ministry of Agriculture, Fisheries and Water Resources (Oman) is the Omani government body responsible for managing and developing the country’s agricultural production, fisheries sector, and water resources.
  • C. Somali Ministry of Fisheries and Marine Resources
    The Somali Ministry of Fisheries and Marine Resources is the government body responsible for managing Somalia’s fisheries sector, regulating marine resources, and overseeing sustainable use of the country’s coastal and offshore waters.
  • D. FAO fisheries statistics
    FAO fisheries statistics are comprehensive global data and analyses on fishery and aquaculture production, trade, and resources compiled by the Food and Agriculture Organization of the United Nations.
  • E. FAO Major Fishing Areas for Statistical Purposes
    FAO Major Fishing Areas for Statistical Purposes is a global zoning system defined by the Food and Agriculture Organization to standardize the collection and reporting of fisheries and aquaculture statistics across the world’s oceans and seas.
  • 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: national fisheries policy of Oman
Triple: [Ministry of Agriculture, Fisheries and Water Resources (Oman), appliesPolicy, national fisheries policy of Oman]
Generated description
The national fisheries policy of Oman is the government’s strategic framework for sustainably managing and developing the country’s marine resources, fishing industry, and coastal communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: national fisheries policy of Oman
Target entity description: The national fisheries policy of Oman is the government’s strategic framework for sustainably managing and developing the country’s marine resources, fishing industry, and coastal communities.
  • A. European Union fisheries policy
    European Union fisheries policy is the set of rules and management measures through which the EU regulates fishing activities, conserves marine resources, and allocates fishing rights among member states.
  • B. Ministry of Agriculture, Fisheries and Water Resources (Oman) chosen
    The Ministry of Agriculture, Fisheries and Water Resources (Oman) is the Omani government body responsible for managing and developing the country’s agricultural production, fisheries sector, and water resources.
  • C. Somali Ministry of Fisheries and Marine Resources
    The Somali Ministry of Fisheries and Marine Resources is the government body responsible for managing Somalia’s fisheries sector, regulating marine resources, and overseeing sustainable use of the country’s coastal and offshore waters.
  • D. FAO fisheries statistics
    FAO fisheries statistics are comprehensive global data and analyses on fishery and aquaculture production, trade, and resources compiled by the Food and Agriculture Organization of the United Nations.
  • E. FAO Major Fishing Areas for Statistical Purposes
    FAO Major Fishing Areas for Statistical Purposes is a global zoning system defined by the Food and Agriculture Organization to standardize the collection and reporting of fisheries and aquaculture statistics across the world’s oceans and seas.
  • 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21ebb7d048190beba4b584f87d5b0 completed April 17, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7bfc3ac819082596cc533c5faa4 completed May 10, 2026, 3:13 a.m.
NEDg Description generation batch_69fff8bc4f7c81908f7e9ffaa9f3cfb1 completed May 10, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fff94cd32081908205ae383e58d148 completed May 10, 2026, 3:19 a.m.
Created at: April 10, 2026, 5:02 a.m.