Triple
T14682427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba Regional Council area |
E344820
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object | City of Toowoomba |
E15092
|
NE FINISHED |
How this triple was built (2 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: City of Toowoomba | Statement: [Toowoomba Regional Council area, formedByMergerOf, City of Toowoomba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Toowoomba Context triple: [Toowoomba Regional Council area, formedByMergerOf, City of Toowoomba]
-
A.
Toowoomba
chosen
Toowoomba is a major regional city on the Darling Downs in eastern Australia, known for its gardens, annual Carnival of Flowers, and role as a service and education hub for southern Queensland.
-
B.
City of Gladstone
The City of Gladstone is a municipal government in Oregon responsible for providing local services, governance, and park management to its community.
-
C.
Kingaroy
Kingaroy is a rural town in Queensland, Australia, known as a major peanut-growing center and service hub for the surrounding agricultural region.
-
D.
Charters Towers
Charters Towers is a historic gold-mining city in northern Queensland, Australia, known for its well-preserved heritage architecture and role in the late 19th-century gold rush.
-
E.
Townsville, Queensland
Townsville, Queensland is a major coastal city in northeastern Australia known as a regional hub for education, defense, and access to the Great Barrier Reef.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69feb7cfd9d08190b5b95f6dc0a08537 |
completed | May 9, 2026, 4:28 a.m. |
Created at: April 10, 2026, 1:28 a.m.