Triple
T15105587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macarthur region |
E360779
|
entity |
| Predicate | hasLocalGovernmentArea |
P8215
|
FINISHED |
| Object | Wollondilly Shire Council |
E1105222
|
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: Wollondilly Shire Council | Statement: [Macarthur region, hasLocalGovernmentArea, Wollondilly Shire Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wollondilly Shire Council Context triple: [Macarthur region, hasLocalGovernmentArea, Wollondilly Shire Council]
-
A.
Wollondilly Shire
chosen
Wollondilly Shire is a local government area in the Macarthur region of New South Wales, Australia, known for its semi-rural communities, natural bushland, and heritage towns.
-
B.
Murrumbidgee Council
Murrumbidgee Council is a local government area in the Riverina region of New South Wales, Australia, administering several rural communities including the town of Jerilderie.
-
C.
Goulburn Mulwaree Council
Goulburn Mulwaree Council is the local government authority responsible for administering the city of Goulburn and surrounding areas in the Southern Tablelands region of New South Wales, Australia.
-
D.
Cootamundra-Gundagai Regional Council
Cootamundra-Gundagai Regional Council is a local government authority in New South Wales, Australia, responsible for administering the Cootamundra and Gundagai region and providing municipal services to its communities.
-
E.
Blacktown City Council
Blacktown City Council is the local government authority responsible for municipal services, planning, and community development in the City of Blacktown in Western Sydney, Australia.
- 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_69d85a0491ec8190830960be8fafb994 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e00588f35481909674f161bf0f3918 |
completed | April 15, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd24523081908cf12a5d6bdd634d |
completed | May 9, 2026, 7:07 a.m. |
Created at: April 10, 2026, 3:05 a.m.