Triple
T4123571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Great Sandy Region |
E92668
|
entity |
| Predicate | managementPlanBy |
P35435
|
FINISHED |
| Object | Queensland Parks and Wildlife Service |
E70412
|
NE FINISHED |
How this triple was built (3 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: Queensland Parks and Wildlife Service | Statement: [Great Sandy Region, managementPlanBy, Queensland Parks and Wildlife Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Queensland Parks and Wildlife Service Context triple: [Great Sandy Region, managementPlanBy, Queensland Parks and Wildlife Service]
-
A.
Queensland Parks and Wildlife Service
chosen
Queensland Parks and Wildlife Service is a Queensland government agency responsible for managing and conserving the state’s national parks, forests, and protected natural areas.
-
B.
Queensland Department of Environment and Science
The Queensland Department of Environment and Science is a state government agency responsible for environmental protection, conservation, climate policy, and scientific research in Queensland, Australia.
-
C.
Wet Tropics Management Authority
The Wet Tropics Management Authority is an Australian government agency responsible for protecting, conserving, and managing the World Heritage–listed Wet Tropics of Queensland rainforest region.
-
D.
New South Wales National Parks and Wildlife Service
The New South Wales National Parks and Wildlife Service is a state government agency responsible for managing national parks, nature reserves, and conservation areas across New South Wales, Australia.
-
E.
New South Wales Marine Parks Authority
The New South Wales Marine Parks Authority is a government body responsible for establishing, managing, and protecting marine parks and their ecosystems along the coast of New South Wales, Australia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: managementPlanBy Context triple: [Great Sandy Region, managementPlanBy, Queensland Parks and Wildlife Service]
-
A.
hasManagementPlan
Indicates that an entity is associated with a defined management plan specifying how it should be overseen, maintained, or administered.
-
B.
managedIn
Indicates that one entity is administered, operated, or overseen within the scope, control, or jurisdiction of another entity.
-
C.
managementApproach
Indicates the strategy, methods, or style used to direct, organize, and oversee the activities or resources of an entity or process.
-
D.
managedAct
Indicates that one entity oversaw, directed, or was responsible for carrying out a particular action or activity.
-
E.
plannedByOrganization
chosen
Indicates that an organization is responsible for planning, organizing, or arranging the referenced activity, event, or entity.
- F. None of above.
Provenance (4 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_69aed9685f70819086932777aec8d959 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69af0246e40081908ad6741a830ca68e |
completed | March 9, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576b405548190affdd8bb108995b1 |
completed | March 14, 2026, 2:54 p.m. |
| PD | Predicate disambiguation | batch_69af01867698819098e4144634b2ec4f |
completed | March 9, 2026, 5:21 p.m. |
Created at: March 9, 2026, 3:41 p.m.