Triple
T4991694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macksville |
E112144
|
entity |
| Predicate | localGovernmentCentre |
P11028
|
FINISHED |
| Object | Nambucca Valley Council offices |
E299319
|
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: Nambucca Valley Council offices | Statement: [Macksville, localGovernmentCentre, Nambucca Valley Council offices]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nambucca Valley Council offices Context triple: [Macksville, localGovernmentCentre, Nambucca Valley Council offices]
-
A.
Nambucca Valley Council
chosen
Nambucca Valley Council is the local government authority responsible for administering the Nambucca Valley region on the Mid North Coast of New South Wales, Australia.
-
B.
Clarence Valley Council
Clarence Valley Council is the local government authority responsible for administering the Clarence Valley region in northern New South Wales, Australia.
-
C.
Flinders Council
Flinders Council is the local governing body responsible for administering Flinders Island and surrounding islands in Tasmania’s Furneaux Group.
-
D.
Mackay Regional Council
Mackay Regional Council is the local government authority responsible for administering services, infrastructure, and community development in the Mackay region of Queensland, Australia.
-
E.
Lockyer Valley Regional Council area
The Lockyer Valley Regional Council area is a predominantly rural local government region in Queensland, Australia, known for its fertile agricultural land and proximity to major centres like Brisbane and Toowoomba.
- 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: localGovernmentCentre Context triple: [Macksville, localGovernmentCentre, Nambucca Valley Council offices]
-
A.
cityGovernment
Indicates that a city’s governing authority has jurisdiction, control, or administrative responsibility over the referenced entity.
-
B.
countyGovernment
Indicates that a county-level governmental authority has jurisdiction over, administers, or is responsible for the referenced entity.
-
C.
districtCouncil
Indicates that an entity serves as, or is governed by, a district-level council within a larger administrative or political structure.
-
D.
hasLocalGovernmentOffice
Indicates that a local government office is present or established within a specified location or jurisdiction.
-
E.
governmentCenter
chosen
Indicates that a location serves as the primary administrative or political hub for a government or governing body.
- 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_69bd441be7bc8190b530362d427b97d2 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd74249a8c8190952680aee06a9286 |
completed | March 20, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a282dd08190a29b92e8e825a3bb |
completed | March 21, 2026, 12:08 p.m. |
| PD | Predicate disambiguation | batch_69bd71492dec8190af4c27a3043b35cc |
completed | March 20, 2026, 4:09 p.m. |
Created at: March 20, 2026, 1:34 p.m.