Triple

T2520014
Position Surface form Disambiguated ID Type / Status
Subject Department of Agriculture (Philippines) E55499 entity
Predicate oversees P46 FINISHED
Object Bureau of Fisheries and Aquatic Resources (Philippines)
The Bureau of Fisheries and Aquatic Resources (Philippines) is the national government agency responsible for managing, developing, and conserving the country’s fisheries and aquatic resources.
E275378 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: Bureau of Fisheries and Aquatic Resources (Philippines) | Statement: [Department of Agriculture (Philippines), oversees, Bureau of Fisheries and Aquatic Resources (Philippines)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureau of Fisheries and Aquatic Resources (Philippines)
Context triple: [Department of Agriculture (Philippines), oversees, Bureau of Fisheries and Aquatic Resources (Philippines)]
  • A. Philippine Council for Agriculture, Aquatic and Natural Resources Research and Development
    The Philippine Council for Agriculture, Aquatic and Natural Resources Research and Development (PCAARRD) is a government agency under the Department of Science and Technology that plans, coordinates, and funds research and development programs to advance the country’s agriculture, fisheries, and natural resources sectors.
  • B. Pacific Islands Forum Fisheries Agency
    The Pacific Islands Forum Fisheries Agency is a regional organization that supports Pacific Island countries in the sustainable management and conservation of their shared tuna and other oceanic fisheries resources.
  • C. Department of Fisheries
    The Department of Fisheries is an academic unit within the University of Tokyo’s Faculty of Agriculture that focuses on the science, management, and sustainable use of aquatic resources and fisheries.
  • D. Bureau of Fisheries
    The Bureau of Fisheries was a former U.S. federal agency responsible for managing and conserving the nation’s fishery resources before its functions were absorbed into successor organizations such as the U.S. Fish and Wildlife Service.
  • E. Western and Central Pacific Fisheries Commission
    The Western and Central Pacific Fisheries Commission is an international body responsible for the conservation and management of tuna and other highly migratory fish stocks in the western and central Pacific Ocean.
  • 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: Bureau of Fisheries and Aquatic Resources (Philippines)
Triple: [Department of Agriculture (Philippines), oversees, Bureau of Fisheries and Aquatic Resources (Philippines)]
Generated description
The Bureau of Fisheries and Aquatic Resources (Philippines) is the national government agency responsible for managing, developing, and conserving the country’s fisheries and aquatic resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureau of Fisheries and Aquatic Resources (Philippines)
Target entity description: The Bureau of Fisheries and Aquatic Resources (Philippines) is the national government agency responsible for managing, developing, and conserving the country’s fisheries and aquatic resources.
  • A. Philippine Council for Agriculture, Aquatic and Natural Resources Research and Development
    The Philippine Council for Agriculture, Aquatic and Natural Resources Research and Development (PCAARRD) is a government agency under the Department of Science and Technology that plans, coordinates, and funds research and development programs to advance the country’s agriculture, fisheries, and natural resources sectors.
  • B. Pacific Islands Forum Fisheries Agency
    The Pacific Islands Forum Fisheries Agency is a regional organization that supports Pacific Island countries in the sustainable management and conservation of their shared tuna and other oceanic fisheries resources.
  • C. Department of Fisheries
    The Department of Fisheries is an academic unit within the University of Tokyo’s Faculty of Agriculture that focuses on the science, management, and sustainable use of aquatic resources and fisheries.
  • D. Bureau of Fisheries
    The Bureau of Fisheries was a former U.S. federal agency responsible for managing and conserving the nation’s fishery resources before its functions were absorbed into successor organizations such as the U.S. Fish and Wildlife Service.
  • E. Western and Central Pacific Fisheries Commission
    The Western and Central Pacific Fisheries Commission is an international body responsible for the conservation and management of tuna and other highly migratory fish stocks in the western and central Pacific Ocean.
  • 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd2343e3081908819dc58d8ff40ce completed March 7, 2026, 7:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2ba2adc081908a0c7ff24db89de6 completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af51dee3508190a0d1608a7d905742 completed March 9, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69af52a97d008190b55491fa557eb729 completed March 9, 2026, 11:07 p.m.
Created at: March 6, 2026, 9:46 p.m.