Triple
T18755815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leichhardt River catchment |
E458645
|
entity |
| Predicate | isManagedBy |
P86
|
FINISHED |
| Object | Queensland Government natural resource agencies |
—
|
NE NERFINISHED |
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: Queensland Government natural resource agencies | Statement: [Leichhardt River catchment, isManagedBy, Queensland Government natural resource agencies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Queensland Government natural resource agencies Context triple: [Leichhardt River catchment, isManagedBy, Queensland Government natural resource agencies]
-
A.
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.
-
B.
Queensland Parks and Wildlife Service
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.
-
C.
Queensland Government
The Queensland Government is the executive authority responsible for governing the Australian state of Queensland, led by the Premier and supported by various departments and agencies.
-
D.
Queensland Government-owned corporations
Queensland Government-owned corporations are state-owned commercial enterprises in Queensland, Australia that operate key public assets and services, such as ports, energy, and transport, on a for-profit basis.
-
E.
Queensland Department of Energy and Public Works
The Queensland Department of Energy and Public Works is a state government agency responsible for managing Queensland’s public infrastructure and government accommodation, as well as overseeing energy policy and related services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide. chosen
Provenance (2 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_69d8d395dba0819087568404508590cb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e579f20b808190833e29830bfed937 |
completed | April 20, 2026, 12:57 a.m. |
Created at: April 10, 2026, 11:51 a.m.