Triple
T3481615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba Royal Show |
E73502
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Darling Downs |
E77346
|
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: Darling Downs | Statement: [Toowoomba Royal Show, region, Darling Downs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darling Downs Context triple: [Toowoomba Royal Show, region, Darling Downs]
-
A.
Darling Downs
chosen
Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
-
B.
Maranoa Region
Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
-
C.
Central Queensland
Central Queensland is a largely rural and mining-rich region of northeastern Australia centered around the city of Rockhampton and known for its cattle industry and natural resources.
-
D.
Darwin region
The Darwin region is a tropical coastal area in Australia's Northern Territory centered on the city of Darwin, known for its beaches, multicultural markets, and proximity to natural attractions like national parks and wetlands.
-
E.
Adelaide Plains
Adelaide Plains is a fertile low-lying region in South Australia encompassing and surrounding the city of Adelaide, known for its agriculture and urban development.
- 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_69ad85b3c9b08190857cae74c7f36da9 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb75850c8190ad02cf2bde8be8a7 |
completed | March 8, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4daeff8c0819097e60f893e6669d5 |
completed | March 14, 2026, 3:50 a.m. |
Created at: March 8, 2026, 3:17 p.m.