Triple
T697701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Hunter Shire |
E13927
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
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.
|
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 area | Statement: [Upper Hunter Shire, borderedBy, Tamworth Regional Council area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamworth Regional Council area Context triple: [Upper Hunter Shire, borderedBy, Tamworth Regional Council area]
-
A.
Noosa Shire
Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
-
B.
Tamworth
Tamworth is a historic market town in Staffordshire, England, known as the political base of Sir Robert Peel and for giving its name to the Tamworth Manifesto that helped shape the modern Conservative Party.
-
C.
Coolamon Shire
Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
-
D.
Muswellbrook Shire Council
Muswellbrook Shire Council is the local government authority responsible for administering the Muswellbrook Shire area in the Upper Hunter region of New South Wales, Australia.
-
E.
Temora Shire
Temora Shire is a local government area in the Riverina region of New South Wales, Australia, centered on the rural service town of Temora and known for its agricultural economy and aviation heritage.
- 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 area Triple: [Upper Hunter Shire, borderedBy, Tamworth Regional Council area]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamworth Regional Council area Target entity description: 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.
-
A.
Noosa Shire
Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
-
B.
Tamworth
Tamworth is a historic market town in Staffordshire, England, known as the political base of Sir Robert Peel and for giving its name to the Tamworth Manifesto that helped shape the modern Conservative Party.
-
C.
Coolamon Shire
Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
-
D.
Muswellbrook Shire Council
Muswellbrook Shire Council is the local government authority responsible for administering the Muswellbrook Shire area in the Upper Hunter region of New South Wales, Australia.
-
E.
Temora Shire
Temora Shire is a local government area in the Riverina region of New South Wales, Australia, centered on the rural service town of Temora and known for its agricultural economy and aviation heritage.
- 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_69a493406c408190957eeec9048a8fb6 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a0c99be48190babc37c397b6a186 |
completed | March 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dcac4e9c8190bb6903916a6624a8 |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5dfa4a07c8190ac4f477e324b46ff |
completed | March 2, 2026, 7:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a607857b648190a37bf535428e2afd |
completed | March 2, 2026, 9:56 p.m. |
Created at: March 1, 2026, 7:36 p.m.