Triple

T839526
Position Surface form Disambiguated ID Type / Status
Subject Great Barrier Reef Marine Park Authority E18144 entity
Predicate usesManagementTool P20521 FINISHED
Object 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.
E100599 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: Reef 2050 Long-Term Sustainability Plan | Statement: [Great Barrier Reef Marine Park Authority, usesManagementTool, Reef 2050 Long-Term Sustainability Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reef 2050 Long-Term Sustainability Plan
Context triple: [Great Barrier Reef Marine Park Authority, usesManagementTool, Reef 2050 Long-Term Sustainability Plan]
  • A. 2050 Strategy for the Blue Pacific Continent
    2050 Strategy for the Blue Pacific Continent is the Pacific Islands Forum’s long-term regional vision and framework for collective action on sustainable development, climate resilience, and security across the Pacific to the year 2050.
  • B. Comprehensive Everglades Restoration Plan
    The Comprehensive Everglades Restoration Plan is a large-scale, long-term federal–state initiative aimed at restoring the natural hydrology, water quality, and ecosystems of the Florida Everglades while supporting regional water needs.
  • C. Benioff Ocean Initiative
    The Benioff Ocean Initiative is a marine conservation program based at UC Santa Barbara that funds and leads science-driven projects to tackle ocean pollution and other critical ocean health challenges.
  • D. Wild Reef
    Wild Reef is a major Shedd Aquarium exhibit that recreates a vibrant coral reef ecosystem, featuring sharks, rays, and diverse tropical marine life.
  • E. 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.
  • 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: Reef 2050 Long-Term Sustainability Plan
Triple: [Great Barrier Reef Marine Park Authority, usesManagementTool, Reef 2050 Long-Term Sustainability Plan]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reef 2050 Long-Term Sustainability Plan
Target entity description: 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.
  • A. 2050 Strategy for the Blue Pacific Continent
    2050 Strategy for the Blue Pacific Continent is the Pacific Islands Forum’s long-term regional vision and framework for collective action on sustainable development, climate resilience, and security across the Pacific to the year 2050.
  • B. Comprehensive Everglades Restoration Plan
    The Comprehensive Everglades Restoration Plan is a large-scale, long-term federal–state initiative aimed at restoring the natural hydrology, water quality, and ecosystems of the Florida Everglades while supporting regional water needs.
  • C. Benioff Ocean Initiative
    The Benioff Ocean Initiative is a marine conservation program based at UC Santa Barbara that funds and leads science-driven projects to tackle ocean pollution and other critical ocean health challenges.
  • D. Wild Reef
    Wild Reef is a major Shedd Aquarium exhibit that recreates a vibrant coral reef ecosystem, featuring sharks, rays, and diverse tropical marine life.
  • E. 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.
  • 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_69a49389f44881909a608fb27d89f247 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2b66c908190a52f731119b77a1e completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7929860f081909c86f84d7cfe6acb completed March 4, 2026, 2:02 a.m.
NEDg Description generation batch_69a796370f388190b23cd19cc3fa5a3b completed March 4, 2026, 2:17 a.m.
NED2 Entity disambiguation (via description) batch_69a796bee5388190ab0abf0bfa08ad97 completed March 4, 2026, 2:19 a.m.
Created at: March 1, 2026, 7:38 p.m.