Triple
T3647918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darling Downs |
E77346
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | southern Queensland |
E384638
|
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: southern Queensland | Statement: [Darling Downs, locatedIn, southern Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southern Queensland Context triple: [Darling Downs, locatedIn, southern Queensland]
-
A.
Southern Queensland
chosen
Southern Queensland is a region in the southern part of the Australian state of Queensland, encompassing a mix of coastal cities, rural areas, and educational and agricultural hubs.
-
B.
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.
-
C.
Inland Queensland
Inland Queensland is the largely rural, inland region of the Australian state of Queensland, characterized by agricultural centers, mining towns, and expansive outback landscapes away from the coastal cities.
-
D.
South West Queensland
South West Queensland is a sparsely populated inland region of the Australian state of Queensland known for its arid landscapes, pastoral agriculture, and outback towns.
-
E.
South East Queensland
South East Queensland is a populous and rapidly growing coastal region of Queensland, Australia, encompassing major urban centers such as Brisbane, the Gold Coast, and the Sunshine Coast.
- 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_69ad85de1b988190a45f8dbfebc806fc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc38aa2388190bf1af926375e2433 |
completed | March 8, 2026, 6:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5120849188190bea912ed14f90bf3 |
completed | March 14, 2026, 7:45 a.m. |
Created at: March 8, 2026, 3:24 p.m.