Triple
T14682432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba Regional Council area |
E344820
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object |
Shire of Millmerran
The Shire of Millmerran was a former local government area in Queensland, Australia, that administered a predominantly rural region centered on the town of Millmerran before its amalgamation into the Toowoomba Regional Council.
|
E1123161
|
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 Millmerran | Statement: [Toowoomba Regional Council area, formedByMergerOf, Shire of Millmerran]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shire of Millmerran Context triple: [Toowoomba Regional Council area, formedByMergerOf, Shire of Millmerran]
-
A.
Shire of Redland
The Shire of Redland was a former local government area in southeastern Queensland, Australia, that governed the Redland region before its reclassification as Redland City.
-
B.
Shire of Gatton
The Shire of Gatton was a former local government area in Queensland, Australia, centered on the town of Gatton in the Lockyer Valley region.
-
C.
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.
-
D.
Shire of Pittsworth
The Shire of Pittsworth was a former local government area in Queensland, Australia, centered on the rural town of Pittsworth and surrounding agricultural districts on the Darling Downs.
-
E.
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.
- 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 Millmerran Triple: [Toowoomba Regional Council area, formedByMergerOf, Shire of Millmerran]
Generated description
The Shire of Millmerran was a former local government area in Queensland, Australia, that administered a predominantly rural region centered on the town of Millmerran before its amalgamation into the Toowoomba Regional Council.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shire of Millmerran Target entity description: The Shire of Millmerran was a former local government area in Queensland, Australia, that administered a predominantly rural region centered on the town of Millmerran before its amalgamation into the Toowoomba Regional Council.
-
A.
Shire of Redland
The Shire of Redland was a former local government area in southeastern Queensland, Australia, that governed the Redland region before its reclassification as Redland City.
-
B.
Shire of Gatton
The Shire of Gatton was a former local government area in Queensland, Australia, centered on the town of Gatton in the Lockyer Valley region.
-
C.
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.
-
D.
Shire of Pittsworth
The Shire of Pittsworth was a former local government area in Queensland, Australia, centered on the rural town of Pittsworth and surrounding agricultural districts on the Darling Downs.
-
E.
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.
- 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_69fe64ec72bc819085fa2c21487f297e |
completed | May 8, 2026, 10:34 p.m. |
| NEDg | Description generation | batch_69fe6575b5548190a4298b24a1ac736c |
completed | May 8, 2026, 10:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6612d76c8190913a584954a2c04c |
completed | May 8, 2026, 10:39 p.m. |
Created at: April 10, 2026, 1:28 a.m.