Triple
T556746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hunter Joint Organisation of Councils |
E11957
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Upper Hunter Shire Council |
E13927
|
NE FINISHED |
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: Upper Hunter Shire Council | Statement: [Hunter Joint Organisation of Councils, hasMember, Upper Hunter Shire Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Hunter Shire Council Context triple: [Hunter Joint Organisation of Councils, hasMember, Upper Hunter Shire Council]
-
A.
Upper Hunter Shire
chosen
Upper Hunter Shire is a local government area in the rural Upper Hunter Valley of New South Wales, Australia, known for its equine industry, agriculture, and scenic countryside.
-
B.
Central Coast Council
Central Coast Council is the local government authority responsible for administering municipal services, planning, and community facilities across the Central Coast region of New South Wales, Australia.
-
C.
Lower Hunter
Lower Hunter is a subregion of New South Wales’ Hunter Region, encompassing the more densely populated and industrialized areas around Newcastle and its surrounding towns.
-
D.
Hunter Region
The Hunter Region is a major area of New South Wales, Australia, known for its coal industry, wine-producing Hunter Valley, and coastal city of Newcastle.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a4932941d08190815efd422f0b4ca7 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4991ef9b0819092ec0407270373f4 |
completed | March 1, 2026, 7:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e644f41c819099743a6c4f2815e4 |
completed | March 2, 2026, 1:22 a.m. |
Created at: March 1, 2026, 7:32 p.m.