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.