Triple
T14883387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | QPWS |
E350055
|
entity |
| Predicate | legalFramework |
P125
|
FINISHED |
| Object |
Recreation Areas Management Act 2006 (Queensland)
The Recreation Areas Management Act 2006 (Queensland) is a Queensland statute that governs the use, protection, and management of designated recreation areas, including their natural and cultural resources, often in coordination with the Queensland Parks and Wildlife Service.
|
E1124983
|
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: Recreation Areas Management Act 2006 (Queensland) | Statement: [QPWS, legalFramework, Recreation Areas Management Act 2006 (Queensland)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Recreation Areas Management Act 2006 (Queensland) Context triple: [QPWS, legalFramework, Recreation Areas Management Act 2006 (Queensland)]
-
A.
Nature Conservation Act 1992 (Queensland)
The Nature Conservation Act 1992 (Queensland) is a key piece of environmental legislation that provides the framework for protecting native wildlife and managing protected areas and natural resources across Queensland.
-
B.
Queensland Heritage Act 1992
The Queensland Heritage Act 1992 is a state law that establishes the framework for identifying, protecting, and managing Queensland’s cultural heritage places and heritage register.
-
C.
Great Barrier Reef Marine Park Act 1975
The Great Barrier Reef Marine Park Act 1975 is an Australian federal law that establishes the framework for protecting and managing the Great Barrier Reef Marine Park, including creating the authority responsible for its conservation.
-
D.
Queensland marine parks estate
The Queensland marine parks estate is a network of protected marine areas in Queensland, Australia, established to conserve marine biodiversity, habitats, and cultural values while supporting sustainable use of coastal and ocean resources.
-
E.
Wilderness Act 1987 (NSW)
The Wilderness Act 1987 (NSW) is a key New South Wales law that provides for the identification, protection and management of wilderness areas to conserve their natural condition and values.
- 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: Recreation Areas Management Act 2006 (Queensland) Triple: [QPWS, legalFramework, Recreation Areas Management Act 2006 (Queensland)]
Generated description
The Recreation Areas Management Act 2006 (Queensland) is a Queensland statute that governs the use, protection, and management of designated recreation areas, including their natural and cultural resources, often in coordination with the Queensland Parks and Wildlife Service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Recreation Areas Management Act 2006 (Queensland) Target entity description: The Recreation Areas Management Act 2006 (Queensland) is a Queensland statute that governs the use, protection, and management of designated recreation areas, including their natural and cultural resources, often in coordination with the Queensland Parks and Wildlife Service.
-
A.
Nature Conservation Act 1992 (Queensland)
The Nature Conservation Act 1992 (Queensland) is a key piece of environmental legislation that provides the framework for protecting native wildlife and managing protected areas and natural resources across Queensland.
-
B.
Queensland Heritage Act 1992
The Queensland Heritage Act 1992 is a state law that establishes the framework for identifying, protecting, and managing Queensland’s cultural heritage places and heritage register.
-
C.
Great Barrier Reef Marine Park Act 1975
The Great Barrier Reef Marine Park Act 1975 is an Australian federal law that establishes the framework for protecting and managing the Great Barrier Reef Marine Park, including creating the authority responsible for its conservation.
-
D.
Queensland marine parks estate
The Queensland marine parks estate is a network of protected marine areas in Queensland, Australia, established to conserve marine biodiversity, habitats, and cultural values while supporting sustainable use of coastal and ocean resources.
-
E.
Wilderness Act 1987 (NSW)
The Wilderness Act 1987 (NSW) is a key New South Wales law that provides for the identification, protection and management of wilderness areas to conserve their natural condition and values.
- 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_69d822ee4f408190b6ac3b2fa434f0df |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded5f4598081908735e8d7dfce8074 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b5af8208190a35451477ea20b03 |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6cc2ccb0819081e32dc9d2e3973a |
completed | May 8, 2026, 11:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6d9e9a648190920206c8f75cae2e |
completed | May 8, 2026, 11:11 p.m. |
Created at: April 10, 2026, 1:56 a.m.