Triple
T2438571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tweed Heads |
E53219
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | Tweed Shire Council |
E266827
|
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: Tweed Shire Council | Statement: [Tweed Heads, governingBody, Tweed Shire Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tweed Shire Council Context triple: [Tweed Heads, governingBody, Tweed Shire Council]
-
A.
Tweed Shire
chosen
Tweed Shire is a local government area in northeastern New South Wales, Australia, known for its coastal towns, subtropical climate, and proximity to the Queensland border.
-
B.
Hay Shire Council
Hay Shire Council is the local government authority responsible for administering municipal services and community development in the Hay Shire area of New South Wales, Australia.
-
C.
Muswellbrook Shire Council
Muswellbrook Shire Council is the local government authority responsible for administering the Muswellbrook Shire area in the Upper Hunter region of New South Wales, Australia.
-
D.
Clarence Valley Council
Clarence Valley Council is the local government authority responsible for administering the Clarence Valley region in northern New South Wales, Australia.
-
E.
Leeton Shire
Leeton Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and the town of Leeton as its administrative centre.
- 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_69ab495b6dac8190ac82661aa1452222 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc9f4d2dc8190b3c264a6c20d1bd5 |
completed | March 7, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af178a0f0c81909f6629f3fed76e2c |
completed | March 9, 2026, 6:55 p.m. |
Created at: March 6, 2026, 9:43 p.m.