Triple
T14246904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muswellbrook Shire |
E353157
|
entity |
| Predicate | neighboringLGA |
P33892
|
FINISHED |
| Object | Liverpool Plains Shire |
E348597
|
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: Liverpool Plains Shire | Statement: [Muswellbrook Shire, neighboringLGA, Liverpool Plains Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liverpool Plains Shire Context triple: [Muswellbrook Shire, neighboringLGA, Liverpool Plains Shire]
-
A.
Liverpool Plains Shire
chosen
Liverpool Plains Shire is a local government area in north-western New South Wales, Australia, known for its rich agricultural land and rural communities.
-
B.
Brewarrina Shire
Brewarrina Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and significant Indigenous heritage.
-
C.
Urana Shire
Urana Shire was a former local government area in the Riverina region of New South Wales, Australia, encompassing rural communities and agricultural land.
-
D.
Snowy River Shire
Snowy River Shire was a former local government area in New South Wales, Australia, encompassing parts of the Snowy Mountains region before its amalgamation into the Snowy Monaro Regional Council.
-
E.
Torres Shire
Torres Shire is a local government area in Far North Queensland, Australia, encompassing many of the Torres Strait Islands and parts of the northern Cape York Peninsula.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de629464f88190817b190731bab156 |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8aa2b7908190831e6c07abcc091d |
completed | May 8, 2026, 7:02 a.m. |
Created at: April 10, 2026, 1:08 a.m.