Triple
T4492048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GBRMPA |
E100598
|
entity |
| Predicate | usesTool |
P98
|
FINISHED |
| Object | Reef 2050 Long-Term Sustainability Plan |
E100599
|
NE FINISHED |
How this triple was built (2 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: [GBRMPA, usesTool, 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: [GBRMPA, usesTool, Reef 2050 Long-Term Sustainability Plan]
-
A.
Reef 2050 Long-Term Sustainability Plan
chosen
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.
-
B.
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.
-
C.
Crab Replenishment Reserve
Crab Replenishment Reserve is a marine protected area off Andros Island in the Bahamas established to conserve crab populations and their coastal habitats.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43cdf15081909a4fa2585ff63b3e |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd556f99b48190ae60506a35b43c29 |
completed | March 20, 2026, 2:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd67b40fd4819098636b6f29304312 |
completed | March 20, 2026, 3:28 p.m. |
Created at: March 20, 2026, 12:59 p.m.