Triple
T12052973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kempsey Shire |
E286963
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Kempsey Shire Council
Kempsey Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Kempsey Shire region of New South Wales, Australia.
|
E286963
|
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: Kempsey Shire Council | Statement: [Kempsey Shire, governingBody, Kempsey Shire Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kempsey Shire Council Context triple: [Kempsey Shire, 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
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.
Junee Shire Council
Junee Shire Council is the local government authority responsible for municipal services, planning, and community development in the Junee Shire area of New South Wales, Australia.
-
D.
Campaspe Shire Council
Campaspe Shire Council is the local government authority responsible for administering services, infrastructure, and community development within the Shire of Campaspe in regional Victoria, Australia.
-
E.
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.
- 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: Kempsey Shire Council Triple: [Kempsey Shire, governingBody, Kempsey Shire Council]
Generated description
Kempsey Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Kempsey Shire region of New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kempsey Shire Council Target entity description: Kempsey Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Kempsey Shire region of New South Wales, Australia.
-
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.
Junee Shire Council
Junee Shire Council is the local government authority responsible for municipal services, planning, and community development in the Junee Shire area of New South Wales, Australia.
-
D.
Campaspe Shire Council
Campaspe Shire Council is the local government authority responsible for administering services, infrastructure, and community development within the Shire of Campaspe in regional Victoria, Australia.
-
E.
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.
- F. None of above.
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_69d6ab4780948190bdb9f7620c2ac27e |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90423b22081908fba82fbc6b40eb5 |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49ddde6548190adae2a889ec5c72b |
completed | May 1, 2026, 12:34 p.m. |
| NEDg | Description generation | batch_69f53d95d4fc8190b5f4e460646bec2a |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f564b826ec819098906cf735e45093 |
completed | May 2, 2026, 2:43 a.m. |
Created at: April 8, 2026, 9:47 p.m.