Triple
T14826906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Australian cotton industry |
E348598
|
entity |
| Predicate | keyGrowingArea |
P115988
|
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: [Australian cotton industry, keyGrowingArea, Darling Downs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darling Downs Context triple: [Australian cotton industry, keyGrowingArea, 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.
Bundaberg Region
Bundaberg Region is a local government area in Queensland, Australia, known for its coastal communities, agricultural production, and the regional city of Bundaberg.
-
C.
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.
-
D.
Mount Isa Region
Mount Isa Region is a local government area in north-west Queensland, Australia, centered on the mining city of Mount Isa and surrounding rural and outback communities.
-
E.
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.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded0713700819097bbb0352650984b |
completed | April 14, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe7e7de2c08190abf827376cd415ba |
completed | May 9, 2026, 12:23 a.m. |
Created at: April 10, 2026, 1:51 a.m.