Triple

T21570884
Position Surface form Disambiguated ID Type / Status
Subject Code of Conduct for Responsible Fisheries E532275 entity
Predicate implementedThrough P1417 FINISHED
Object FAO technical guidelines for responsible fisheries
The FAO Technical Guidelines for Responsible Fisheries are a series of practical, science-based manuals developed by the Food and Agriculture Organization to help countries and stakeholders apply internationally agreed principles for sustainable and responsible fisheries management.
E1491400 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: FAO technical guidelines for responsible fisheries | Statement: [Code of Conduct for Responsible Fisheries, implementedThrough, FAO technical guidelines for responsible fisheries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FAO technical guidelines for responsible fisheries
Context triple: [Code of Conduct for Responsible Fisheries, implementedThrough, FAO technical guidelines for responsible fisheries]
  • A. Code of Conduct for Responsible Fisheries
    The Code of Conduct for Responsible Fisheries is a voluntary international framework adopted by the FAO that sets principles and standards for sustainable, environmentally sound, and socially responsible fisheries and aquaculture practices worldwide.
  • B. The State of World Fisheries and Aquaculture
    The State of World Fisheries and Aquaculture is a flagship biennial report that provides comprehensive global assessments of fisheries and aquaculture production, resources, policies, and sustainability trends.
  • C. 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.
  • D. Voluntary Guidelines on the Responsible Governance of Tenure of Land, Fisheries and Forests
    The Voluntary Guidelines on the Responsible Governance of Tenure of Land, Fisheries and Forests are an internationally agreed framework that promotes equitable, secure and sustainable tenure rights to support food security, poverty reduction and responsible natural resource management.
  • E. Convention on the Conservation and Management of Highly Migratory Fish Stocks in the Western and Central Pacific Ocean
    The Convention on the Conservation and Management of Highly Migratory Fish Stocks in the Western and Central Pacific Ocean is an international treaty that establishes a legal framework for the sustainable use and conservation of tuna and other highly migratory fish species in the Western and Central Pacific region.
  • 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: FAO technical guidelines for responsible fisheries
Triple: [Code of Conduct for Responsible Fisheries, implementedThrough, FAO technical guidelines for responsible fisheries]
Generated description
The FAO Technical Guidelines for Responsible Fisheries are a series of practical, science-based manuals developed by the Food and Agriculture Organization to help countries and stakeholders apply internationally agreed principles for sustainable and responsible fisheries management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FAO technical guidelines for responsible fisheries
Target entity description: The FAO Technical Guidelines for Responsible Fisheries are a series of practical, science-based manuals developed by the Food and Agriculture Organization to help countries and stakeholders apply internationally agreed principles for sustainable and responsible fisheries management.
  • A. Code of Conduct for Responsible Fisheries
    The Code of Conduct for Responsible Fisheries is a voluntary international framework adopted by the FAO that sets principles and standards for sustainable, environmentally sound, and socially responsible fisheries and aquaculture practices worldwide.
  • B. The State of World Fisheries and Aquaculture
    The State of World Fisheries and Aquaculture is a flagship biennial report that provides comprehensive global assessments of fisheries and aquaculture production, resources, policies, and sustainability trends.
  • C. 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.
  • D. Voluntary Guidelines on the Responsible Governance of Tenure of Land, Fisheries and Forests
    The Voluntary Guidelines on the Responsible Governance of Tenure of Land, Fisheries and Forests are an internationally agreed framework that promotes equitable, secure and sustainable tenure rights to support food security, poverty reduction and responsible natural resource management.
  • E. Convention on the Conservation and Management of Highly Migratory Fish Stocks in the Western and Central Pacific Ocean
    The Convention on the Conservation and Management of Highly Migratory Fish Stocks in the Western and Central Pacific Ocean is an international treaty that establishes a legal framework for the sustainable use and conservation of tuna and other highly migratory fish species in the Western and Central Pacific region.
  • 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_69e0c460db088190828c64206a450273 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eee9cc5c448190887a836f577d01ba completed April 27, 2026, 4:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09f6707578819095e5ac0312066df6 completed May 17, 2026, 5:10 p.m.
NEDg Description generation batch_6a09f71df0308190b5953a76da60c6d4 completed May 17, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_6a09f80784648190ae073b4db90032c1 completed May 17, 2026, 5:16 p.m.
Created at: April 16, 2026, 6:30 p.m.