Triple

T11611282
Position Surface form Disambiguated ID Type / Status
Subject Biodiversity Management Bureau E275388 entity
Predicate worksOn P3 FINISHED
Object National Biodiversity Strategy and Action Plan
The National Biodiversity Strategy and Action Plan is a country-level policy framework that outlines strategic priorities and actions for conserving biodiversity and sustainably managing natural resources in line with global conservation commitments.
E668459 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 Biodiversity Strategy and Action Plan | Statement: [Biodiversity Management Bureau, worksOn, National Biodiversity Strategy and Action Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Biodiversity Strategy and Action Plan
Context triple: [Biodiversity Management Bureau, worksOn, National Biodiversity Strategy and Action Plan]
  • A. EU biodiversity strategy
    The EU biodiversity strategy is a comprehensive European Union policy framework aimed at halting and reversing biodiversity loss by protecting ecosystems, restoring degraded habitats, and integrating nature conservation into all major sectors of the economy.
  • B. national biodiversity strategy of Chile
    The national biodiversity strategy of Chile is a comprehensive policy framework that guides the conservation, sustainable use, and restoration of the country’s diverse ecosystems and species.
  • C. National Integrated Protected Areas System
    The National Integrated Protected Areas System is the Philippines’ framework for designating, managing, and conserving a nationwide network of protected areas, including national parks, wildlife sanctuaries, and other ecologically important sites.
  • D. Biological Diversity Act, 2002
    The Biological Diversity Act, 2002 is an Indian law enacted to conserve the country’s biological diversity, regulate access to biological resources, and ensure fair and equitable sharing of benefits arising from their use.
  • E. Habitat Agenda
    The Habitat Agenda is a global action plan adopted at the 1996 UN Habitat II Conference that set out principles and commitments for sustainable human settlements and adequate shelter for all.
  • 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 Biodiversity Strategy and Action Plan
Triple: [Biodiversity Management Bureau, worksOn, National Biodiversity Strategy and Action Plan]
Generated description
The National Biodiversity Strategy and Action Plan is a country-level policy framework that outlines strategic priorities and actions for conserving biodiversity and sustainably managing natural resources in line with global conservation commitments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Biodiversity Strategy and Action Plan
Target entity description: The National Biodiversity Strategy and Action Plan is a country-level policy framework that outlines strategic priorities and actions for conserving biodiversity and sustainably managing natural resources in line with global conservation commitments.
  • A. EU biodiversity strategy
    The EU biodiversity strategy is a comprehensive European Union policy framework aimed at halting and reversing biodiversity loss by protecting ecosystems, restoring degraded habitats, and integrating nature conservation into all major sectors of the economy.
  • B. national biodiversity strategy of Chile chosen
    The national biodiversity strategy of Chile is a comprehensive policy framework that guides the conservation, sustainable use, and restoration of the country’s diverse ecosystems and species.
  • C. National Integrated Protected Areas System
    The National Integrated Protected Areas System is the Philippines’ framework for designating, managing, and conserving a nationwide network of protected areas, including national parks, wildlife sanctuaries, and other ecologically important sites.
  • D. Biological Diversity Act, 2002
    The Biological Diversity Act, 2002 is an Indian law enacted to conserve the country’s biological diversity, regulate access to biological resources, and ensure fair and equitable sharing of benefits arising from their use.
  • E. Habitat Agenda
    The Habitat Agenda is a global action plan adopted at the 1996 UN Habitat II Conference that set out principles and commitments for sustainable human settlements and adequate shelter for all.
  • 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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a043a3c08190a20cbc2ba5a8d218 completed April 10, 2026, 7:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69e8a8311bcc8190a3fe7d28c593aea3 completed April 22, 2026, 10:51 a.m.
NEDg Description generation batch_69e8af9665648190b7732076aa129671 completed April 22, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69ee5b41febc8190bc37672535735710 completed April 26, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:38 p.m.