Triple
T4174070
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bathurst |
E86433
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object |
Bathurst Regional Council
Bathurst Regional Council is the local governing body responsible for municipal services, planning, and community development in the Bathurst region of New South Wales, Australia.
|
E418419
|
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: Bathurst Regional Council | Statement: [Bathurst, localGovernmentArea, Bathurst Regional Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bathurst Regional Council Context triple: [Bathurst, localGovernmentArea, Bathurst Regional Council]
-
A.
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.
-
B.
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.
-
C.
Central Coast Council
Central Coast Council is the local government authority responsible for administering municipal services, planning, and community facilities across the Central Coast 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.
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: Bathurst Regional Council Triple: [Bathurst, localGovernmentArea, Bathurst Regional Council]
Generated description
Bathurst Regional Council is the local governing body responsible for municipal services, planning, and community development in the Bathurst region of New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bathurst Regional Council Target entity description: Bathurst Regional Council is the local governing body responsible for municipal services, planning, and community development in the Bathurst region of New South Wales, Australia.
-
A.
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.
-
B.
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.
-
C.
Central Coast Council
Central Coast Council is the local government authority responsible for administering municipal services, planning, and community facilities across the Central Coast 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.
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
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_69aed93de98c8190ad838ce507b77c8a |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02e7d30081909774a3e2a2132d6a |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f5428a0819082aaea8950a7c039 |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b5800ab42c8190a1bc6f84db38f170 |
completed | March 14, 2026, 3:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5843d6ac88190804242661d077546 |
completed | March 14, 2026, 3:52 p.m. |
Created at: March 9, 2026, 3:45 p.m.