Triple
T3375380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muswellbrook Shire Council |
E71053
|
entity |
| Predicate | governsArea |
P760
|
FINISHED |
| Object | Muswellbrook Shire local government area |
E353157
|
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: Muswellbrook Shire local government area | Statement: [Muswellbrook Shire Council, governsArea, Muswellbrook Shire local government area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muswellbrook Shire local government area Context triple: [Muswellbrook Shire Council, governsArea, Muswellbrook Shire local government area]
-
A.
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.
-
B.
Muswellbrook Shire
chosen
Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
-
C.
Muswellbrook, New South Wales
Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
-
D.
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.
-
E.
Murrumbidgee Shire
Murrumbidgee Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and rural communities including the town of Coleambally.
- 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_69ad85a7f80c8190a05e43013f298942 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb2e5fc6c81909ff582611751096d |
completed | March 8, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bbfaf3081908babba216c7da776 |
completed | March 12, 2026, 11:26 p.m. |
Created at: March 8, 2026, 3:13 p.m.