Triple
T618297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Williams River |
E14453
|
entity |
| Predicate | waterManagementAuthority |
P16695
|
FINISHED |
| Object | New South Wales Department of Planning and Environment (Water) |
E69910
|
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: New South Wales Department of Planning and Environment (Water) | Statement: [Williams River, waterManagementAuthority, New South Wales Department of Planning and Environment (Water)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New South Wales Department of Planning and Environment (Water) Context triple: [Williams River, waterManagementAuthority, New South Wales Department of Planning and Environment (Water)]
-
A.
Department of Planning and Environment (NSW)
chosen
The Department of Planning and Environment (NSW) is a New South Wales government agency responsible for land-use planning, environmental protection, and sustainable development policy across the state.
-
B.
Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
-
C.
New South Wales Ministry of Health
The New South Wales Ministry of Health is the state government department responsible for public health policy, hospital and healthcare services, and health system administration in New South Wales, Australia.
-
D.
Brisbane Water
Brisbane Water is a large tidal estuary and scenic waterway on the New South Wales Central Coast, known for boating, fishing, and waterfront communities such as Gosford and Woy Woy.
-
E.
New South Wales Department of Education
The New South Wales Department of Education is the state government agency responsible for delivering public education and related services across 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: waterManagementAuthority Context triple: [Williams River, waterManagementAuthority, New South Wales Department of Planning and Environment (Water)]
-
A.
waterInfrastructure
Indicates the existence, development, or management of systems and facilities that supply, store, treat, or distribute water between entities.
-
B.
sourceOfWaterSupply
Indicates that one entity serves as the origin or provider of another entity’s water supply.
-
C.
waterSource
Indicates that one entity serves as the source or provider of water for another entity.
-
D.
permitsTestingTheWaters
Indicates that one party allows another to explore or try something on a limited or provisional basis before making a full commitment.
-
E.
waterVolume
Indicates the amount of water present in or associated with an entity, typically measured as a volume.
- 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_69a4934b17c881909ace8270e8ddd202 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49e2418c881908552d2c4a5006e97 |
completed | March 1, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a55a79a0488190a9d22229ea97e5ec |
completed | March 2, 2026, 9:38 a.m. |
| PD | Predicate disambiguation | batch_69a49cfd15288190b4abdbd0bce3edcd |
completed | March 1, 2026, 8:09 p.m. |
| PDg | Predicate description generation | batch_69a49d76062c819083ac33f1f87097c7 |
completed | March 1, 2026, 8:11 p.m. |
Created at: March 1, 2026, 7:35 p.m.