Triple
T14904269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nyngan |
E360085
|
entity |
| Predicate | localGovernmentSeatOf |
P15510
|
FINISHED |
| Object |
Bogan Shire Council
Bogan Shire Council is the local government authority responsible for administering the rural Bogan Shire area in central western New South Wales, Australia.
|
E1128313
|
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: Bogan Shire Council | Statement: [Nyngan, localGovernmentSeatOf, Bogan Shire Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bogan Shire Council Context triple: [Nyngan, localGovernmentSeatOf, Bogan Shire Council]
-
A.
Narrabri Shire Council
Narrabri Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Narrabri Shire area of New South Wales, Australia.
-
B.
Eurobodalla Shire Council
Eurobodalla Shire Council is the local government authority responsible for administering the Eurobodalla region on the South Coast of New South Wales, Australia.
-
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.
Western Downs Regional Council
Western Downs Regional Council is the local government authority responsible for administering the Western Downs Region in Queensland, Australia, including the town of Dalby.
-
E.
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.
- 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: Bogan Shire Council Triple: [Nyngan, localGovernmentSeatOf, Bogan Shire Council]
Generated description
Bogan Shire Council is the local government authority responsible for administering the rural Bogan Shire area in central western New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bogan Shire Council Target entity description: Bogan Shire Council is the local government authority responsible for administering the rural Bogan Shire area in central western New South Wales, Australia.
-
A.
Narrabri Shire Council
Narrabri Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Narrabri Shire area of New South Wales, Australia.
-
B.
Eurobodalla Shire Council
Eurobodalla Shire Council is the local government authority responsible for administering the Eurobodalla region on the South Coast of New South Wales, Australia.
-
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.
Western Downs Regional Council
Western Downs Regional Council is the local government authority responsible for administering the Western Downs Region in Queensland, Australia, including the town of Dalby.
-
E.
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.
- 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_69d827980cbc8190a0c569ae3940a1d9 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69ded60cd5588190b1efecc2b220da69 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe7e84d9e481908edd6e3e5e14da54 |
completed | May 9, 2026, 12:23 a.m. |
| NEDg | Description generation | batch_69fe7f8cdc8c81908c961ffa83cbd19e |
completed | May 9, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe801d6b048190a7c7e50ad53b1260 |
completed | May 9, 2026, 12:30 a.m. |
Created at: April 10, 2026, 2:12 a.m.