Triple
T4665263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hat Head |
E102829
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | Kempsey Shire Council |
E286963
|
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: Kempsey Shire Council | Statement: [Hat Head, governingBody, Kempsey Shire Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kempsey Shire Council Context triple: [Hat Head, governingBody, Kempsey Shire Council]
-
A.
Parkes Shire Council
Parkes Shire Council is the local governing body responsible for municipal services, planning, and community development in the Parkes region of New South Wales, Australia.
-
B.
Kempsey Shire
chosen
Kempsey Shire is a local government area on the Mid North Coast of New South Wales, Australia, centered on the town of Kempsey and encompassing surrounding rural and coastal communities.
-
C.
Douglas Shire Council
Douglas Shire Council is the local government authority for the Douglas Shire region in Far North Queensland, Australia, responsible for providing municipal services, infrastructure, and community governance.
-
D.
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.
-
E.
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.
- 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_69bd43d9cba4819086c1ab1c2d9d2133 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd633c3ea08190b8a66afbba1dcb1c |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be104581548190b3f2a294770015fa |
completed | March 21, 2026, 3:28 a.m. |
Created at: March 20, 2026, 1:15 p.m.