Triple
T3375357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muswellbrook Shire Council |
E71053
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object |
Muswellbrook Shire
Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
|
E353157
|
NE FINISHED |
How this triple was built (4 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 | Statement: [Muswellbrook Shire Council, administers, Muswellbrook Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muswellbrook Shire Context triple: [Muswellbrook Shire Council, administers, Muswellbrook Shire]
-
A.
Boorowa Shire
Boorowa Shire was a former local government area in New South Wales, Australia, centered on the rural town of Boorowa and known for its agricultural community.
-
B.
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.
-
C.
Wentworth Shire
Wentworth Shire is a local government area in far south-western New South Wales, Australia, known for its rural communities and the historic river town of Wentworth at the junction of the Murray and Darling rivers.
-
D.
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.
-
E.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Muswellbrook Shire Triple: [Muswellbrook Shire Council, administers, Muswellbrook Shire]
Generated description
Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muswellbrook Shire Target entity description: Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
-
A.
Boorowa Shire
Boorowa Shire was a former local government area in New South Wales, Australia, centered on the rural town of Boorowa and known for its agricultural community.
-
B.
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.
-
C.
Wentworth Shire
Wentworth Shire is a local government area in far south-western New South Wales, Australia, known for its rural communities and the historic river town of Wentworth at the junction of the Murray and Darling rivers.
-
D.
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.
-
E.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
- 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_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_69b334465b50819080c6f23eaa6583be |
completed | March 12, 2026, 9:46 p.m. |
| NEDg | Description generation | batch_69b337ff20fc8190ab838866f14a36d4 |
completed | March 12, 2026, 10:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b338ce8fb48190a6983a72d4cc1b5d |
completed | March 12, 2026, 10:06 p.m. |
Created at: March 8, 2026, 3:13 p.m.