Triple
T14682428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba Regional Council area |
E344820
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object |
Shire of Cambooya
The Shire of Cambooya was a former local government area in Queensland, Australia, that encompassed rural communities southwest of Toowoomba before being amalgamated into a larger regional council.
|
E1120053
|
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: Shire of Cambooya | Statement: [Toowoomba Regional Council area, formedByMergerOf, Shire of Cambooya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shire of Cambooya Context triple: [Toowoomba Regional Council area, formedByMergerOf, Shire of Cambooya]
-
A.
Shire of Cook
The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
-
B.
Shire of Livingstone
The Shire of Livingstone is a local government area on the central coast of Queensland, Australia, encompassing coastal towns such as Yeppoon and surrounding rural communities.
-
C.
Nambucca Shire
Nambucca Shire is a local government area on the Mid North Coast of New South Wales, Australia, known for its coastal towns, beaches, and river landscapes.
-
D.
Shire of Douglas
The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
-
E.
Bombala Shire
Bombala Shire was a former local government area in southeastern New South Wales, Australia, centered on the town of Bombala and known for its rural communities and timber and agricultural industries.
- 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: Shire of Cambooya Triple: [Toowoomba Regional Council area, formedByMergerOf, Shire of Cambooya]
Generated description
The Shire of Cambooya was a former local government area in Queensland, Australia, that encompassed rural communities southwest of Toowoomba before being amalgamated into a larger regional council.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shire of Cambooya Target entity description: The Shire of Cambooya was a former local government area in Queensland, Australia, that encompassed rural communities southwest of Toowoomba before being amalgamated into a larger regional council.
-
A.
Shire of Cook
The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
-
B.
Shire of Livingstone
The Shire of Livingstone is a local government area on the central coast of Queensland, Australia, encompassing coastal towns such as Yeppoon and surrounding rural communities.
-
C.
Nambucca Shire
Nambucca Shire is a local government area on the Mid North Coast of New South Wales, Australia, known for its coastal towns, beaches, and river landscapes.
-
D.
Shire of Douglas
The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
-
E.
Bombala Shire
Bombala Shire was a former local government area in southeastern New South Wales, Australia, centered on the town of Bombala and known for its rural communities and timber and agricultural industries.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb56a51ec8190941684fd562a7182 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe24a6b0908190943f193f5a17ec8c |
completed | May 8, 2026, 6 p.m. |
| NEDg | Description generation | batch_69fe290e8f008190abb09c6e3f1ab473 |
completed | May 8, 2026, 6:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe29597bbc8190b9d514913298721d |
completed | May 8, 2026, 6:20 p.m. |
Created at: April 10, 2026, 1:28 a.m.