Triple

T5559180
Position Surface form Disambiguated ID Type / Status
Subject 1995 Agreement for the Implementation of the Provisions of the United Nations Convention on the Law of the Sea relating to the Conservation and Management of Straddling Fish Stocks and Highly Migratory Fish Stocks E145721 entity
Predicate relatedTo P37 FINISHED
Object 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.
E532275 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: Code of Conduct for Responsible Fisheries | Statement: [1995 Agreement for the Implementation of the Provisions of the United Nations Convention on the Law of the Sea relating to the Conservation and Management of Straddling Fish Stocks and Highly Migratory Fish Stocks, relatedTo, Code of Conduct for Responsible Fisheries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Code of Conduct for Responsible Fisheries
Context triple: [1995 Agreement for the Implementation of the Provisions of the United Nations Convention on the Law of the Sea relating to the Conservation and Management of Straddling Fish Stocks and Highly Migratory Fish Stocks, relatedTo, Code of Conduct for Responsible Fisheries]
  • A. 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.
  • B. 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.
  • C. Seafood Watch
    Seafood Watch is a conservation program that provides science-based recommendations to help consumers and businesses choose environmentally responsible seafood.
  • D. 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.
  • E. Magnuson–Stevens Fishery Conservation and Management Act
    The Magnuson–Stevens Fishery Conservation and Management Act is the primary U.S. federal law governing marine fisheries management, aimed at preventing overfishing, rebuilding overfished stocks, and ensuring sustainable use of ocean resources.
  • 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: Code of Conduct for Responsible Fisheries
Triple: [1995 Agreement for the Implementation of the Provisions of the United Nations Convention on the Law of the Sea relating to the Conservation and Management of Straddling Fish Stocks and Highly Migratory Fish Stocks, relatedTo, Code of Conduct for Responsible Fisheries]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Code of Conduct for Responsible Fisheries
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Seafood Watch
    Seafood Watch is a conservation program that provides science-based recommendations to help consumers and businesses choose environmentally responsible seafood.
  • D. 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.
  • E. Magnuson–Stevens Fishery Conservation and Management Act
    The Magnuson–Stevens Fishery Conservation and Management Act is the primary U.S. federal law governing marine fisheries management, aimed at preventing overfishing, rebuilding overfished stocks, and ensuring sustainable use of ocean resources.
  • 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_69c008fcaf788190bafa02a1917ee73b completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020167afc8190b0c518907cd0d99b completed March 22, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69c028424ddc8190869b530a8eb43f50 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0349f64c0819083b39d8b7960a393 completed March 22, 2026, 6:27 p.m.
NED2 Entity disambiguation (via description) batch_69c0354e95808190b4386e2796291dba completed March 22, 2026, 6:30 p.m.
Created at: March 22, 2026, 3:36 p.m.