Triple
T3977740
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamworth Regional Council area |
E85683
|
entity |
| Predicate | administeredBy |
P86
|
FINISHED |
| Object |
Tamworth Regional Council
Tamworth Regional Council is the local government authority responsible for providing municipal services and governance to the Tamworth region in New South Wales, Australia.
|
E85683
|
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: Tamworth Regional Council | Statement: [Tamworth Regional Council area, administeredBy, Tamworth Regional Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamworth Regional Council Context triple: [Tamworth Regional Council area, administeredBy, Tamworth Regional Council]
-
A.
Tamworth Regional Council area
Tamworth Regional Council area is a local government area in the New England region of New South Wales, Australia, centered on the regional city of Tamworth and surrounding rural communities.
-
B.
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.
-
C.
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.
-
D.
Winton Shire Council
Winton Shire Council is the local government authority responsible for administering the rural outback region surrounding the town of Winton in central-west Queensland, Australia.
-
E.
Wattle Range Council
Wattle Range Council is a local government area in South Australia's Limestone Coast region, encompassing rural communities, agricultural land, and coastal environments.
- 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: Tamworth Regional Council Triple: [Tamworth Regional Council area, administeredBy, Tamworth Regional Council]
Generated description
Tamworth Regional Council is the local government authority responsible for providing municipal services and governance to the Tamworth region in New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamworth Regional Council Target entity description: Tamworth Regional Council is the local government authority responsible for providing municipal services and governance to the Tamworth region in New South Wales, Australia.
-
A.
Tamworth Regional Council area
chosen
Tamworth Regional Council area is a local government area in the New England region of New South Wales, Australia, centered on the regional city of Tamworth and surrounding rural communities.
-
B.
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.
-
C.
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.
-
D.
Winton Shire Council
Winton Shire Council is the local government authority responsible for administering the rural outback region surrounding the town of Winton in central-west Queensland, Australia.
-
E.
Wattle Range Council
Wattle Range Council is a local government area in South Australia's Limestone Coast region, encompassing rural communities, agricultural land, and coastal environments.
- 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_69aed93908348190a26c8aaf4fab3e86 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef9b9cdd08190b193735367b0b3cf |
completed | March 9, 2026, 4:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5401dd24481908d143a9da6786757 |
completed | March 14, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69b5417d951c8190974f8449dd643eab |
completed | March 14, 2026, 11:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5421a2fd4819094e82aec70837aeb |
completed | March 14, 2026, 11:10 a.m. |
Created at: March 9, 2026, 3:33 p.m.