Triple
T14682430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba Regional Council area |
E344820
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object |
Shire of Crows Nest
The Shire of Crows Nest was a former local government area in Queensland, Australia, that encompassed rural communities and townships north of Toowoomba before its amalgamation into the Toowoomba Regional Council.
|
E1117509
|
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 Crows Nest | Statement: [Toowoomba Regional Council area, formedByMergerOf, Shire of Crows Nest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shire of Crows Nest Context triple: [Toowoomba Regional Council area, formedByMergerOf, Shire of Crows Nest]
-
A.
Muswellbrook Shire
Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
-
B.
Hornsby Shire
Hornsby Shire is a local government area in the northern suburbs of Sydney, New South Wales, known for its extensive bushland, national parks, and residential communities.
-
C.
Central Darling Shire
Central Darling Shire is a sparsely populated local government area in outback western New South Wales, Australia, encompassing several small towns and remote communities.
-
D.
Carrathool Shire
Carrathool Shire is a rural local government area in western New South Wales, Australia, known for its agricultural communities and small towns such as Hillston.
-
E.
Wollondilly Shire
Wollondilly Shire is a local government area in the Macarthur region of New South Wales, Australia, known for its semi-rural communities, natural bushland, and heritage towns.
- 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 Crows Nest Triple: [Toowoomba Regional Council area, formedByMergerOf, Shire of Crows Nest]
Generated description
The Shire of Crows Nest was a former local government area in Queensland, Australia, that encompassed rural communities and townships north of Toowoomba before its amalgamation into the Toowoomba Regional Council.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shire of Crows Nest Target entity description: The Shire of Crows Nest was a former local government area in Queensland, Australia, that encompassed rural communities and townships north of Toowoomba before its amalgamation into the Toowoomba Regional Council.
-
A.
Muswellbrook Shire
Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
-
B.
Hornsby Shire
Hornsby Shire is a local government area in the northern suburbs of Sydney, New South Wales, known for its extensive bushland, national parks, and residential communities.
-
C.
Central Darling Shire
Central Darling Shire is a sparsely populated local government area in outback western New South Wales, Australia, encompassing several small towns and remote communities.
-
D.
Carrathool Shire
Carrathool Shire is a rural local government area in western New South Wales, Australia, known for its agricultural communities and small towns such as Hillston.
-
E.
Wollondilly Shire
Wollondilly Shire is a local government area in the Macarthur region of New South Wales, Australia, known for its semi-rural communities, natural bushland, and heritage towns.
- 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_69fdfb7e71d8819089912376346bbd9f |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdfeb1b2d48190a595b1c3efe518fb |
completed | May 8, 2026, 3:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdff21f0208190b3c59502403786a8 |
completed | May 8, 2026, 3:20 p.m. |
Created at: April 10, 2026, 1:28 a.m.