Triple

T4948547
Position Surface form Disambiguated ID Type / Status
Subject Coral Triangle E111109 entity
Predicate conservationInitiative P14552 FINISHED
Object Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security
The Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security is a multilateral partnership among Coral Triangle countries aimed at protecting marine biodiversity, promoting sustainable fisheries, and enhancing coastal food security in the region.
E480504 NE FINISHED

How this triple was built (5 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: Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security | Statement: [Coral Triangle, conservationInitiative, Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security
Context triple: [Coral Triangle, conservationInitiative, Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security]
  • A. Bali Action Plan
    The Bali Action Plan is a 2007 UN climate change roadmap that launched negotiations for a post-2012 global climate regime, emphasizing mitigation, adaptation, technology transfer, and climate finance for developing countries.
  • B. Pacific Regional Environment Programme
    The Pacific Regional Environment Programme is an intergovernmental organization that coordinates and supports environmental protection and sustainable development efforts across Pacific island countries and territories.
  • C. Coral Triangle
    The Coral Triangle is a marine region in the western Pacific Ocean renowned as the global center of marine biodiversity, particularly for its exceptionally rich coral reef and fish species.
  • D. Reef 2050 Long-Term Sustainability Plan
    The Reef 2050 Long-Term Sustainability Plan is Australia’s overarching framework for protecting and managing the Great Barrier Reef’s environmental, social, and economic values through to 2050.
  • E. Association of Small Island States
    The Association of Small Island States (AOSIS) is a coalition of low-lying and small island countries that advocates for their interests in international climate change and sustainable development negotiations.
  • 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: Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security
Triple: [Coral Triangle, conservationInitiative, Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security]
Generated description
The Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security is a multilateral partnership among Coral Triangle countries aimed at protecting marine biodiversity, promoting sustainable fisheries, and enhancing coastal food security in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security
Target entity description: The Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security is a multilateral partnership among Coral Triangle countries aimed at protecting marine biodiversity, promoting sustainable fisheries, and enhancing coastal food security in the region.
  • A. Bali Action Plan
    The Bali Action Plan is a 2007 UN climate change roadmap that launched negotiations for a post-2012 global climate regime, emphasizing mitigation, adaptation, technology transfer, and climate finance for developing countries.
  • B. Pacific Regional Environment Programme
    The Pacific Regional Environment Programme is an intergovernmental organization that coordinates and supports environmental protection and sustainable development efforts across Pacific island countries and territories.
  • C. Coral Triangle
    The Coral Triangle is a marine region in the western Pacific Ocean renowned as the global center of marine biodiversity, particularly for its exceptionally rich coral reef and fish species.
  • D. Reef 2050 Long-Term Sustainability Plan
    The Reef 2050 Long-Term Sustainability Plan is Australia’s overarching framework for protecting and managing the Great Barrier Reef’s environmental, social, and economic values through to 2050.
  • E. Association of Small Island States
    The Association of Small Island States (AOSIS) is a coalition of low-lying and small island countries that advocates for their interests in international climate change and sustainable development negotiations.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: conservationInitiative
Context triple: [Coral Triangle, conservationInitiative, Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security]
  • A. conservationActions
    Indicates actions or measures undertaken to protect, restore, or sustainably manage a species, habitat, or ecosystem.
  • B. conservationFocus chosen
    Indicates that the primary emphasis or priority of an entity, project, or action is on conservation-related goals, activities, or outcomes.
  • C. conservationPurpose
    Indicates that something exists, is designated, or is used with the primary aim of protecting, preserving, or sustainably managing natural, cultural, or other valuable resources.
  • D. conservation
    Indicates the preservation, protection, or careful management of a resource, system, or quantity so that it is maintained over time without depletion or loss.
  • E. conservationIssue
    Indicates that an entity is associated with a problem, threat, or concern related to the protection, preservation, or sustainable management of natural resources or biodiversity.
  • F. None of above.

Provenance (6 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_69bd441721cc819085c7e33fe0876818 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7166bb6c8190a40775ac8bb723a8 completed March 20, 2026, 4:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77ca47b481909de9b270f2a2a7af completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be7885bf60819083f6546234c1c40c completed March 21, 2026, 10:52 a.m.
NED2 Entity disambiguation (via description) batch_69be78f8baf4819097393d670d217b63 completed March 21, 2026, 10:54 a.m.
PD Predicate disambiguation batch_69bd6c3aa1388190b3e0c8ee1ba1e4fa completed March 20, 2026, 3:48 p.m.
Created at: March 20, 2026, 1:31 p.m.