Triple
T14448350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brisbane–Darling Downs freight route |
E358263
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Darling Downs industrial region |
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 industrial region | Statement: [Brisbane–Darling Downs freight route, serves, Darling Downs industrial region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darling Downs industrial region Context triple: [Brisbane–Darling Downs freight route, serves, Darling Downs industrial region]
-
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.
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.
-
D.
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.
-
E.
Toowoomba Region
The Toowoomba Region is a local government area in the Darling Downs of southern Queensland, Australia, centered on the city of Toowoomba and encompassing a mix of urban, rural, and agricultural communities.
- 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_69d82794dfa081909b9134ad2e32244b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de9160126c8190a2862a1a3dde1aff |
completed | April 14, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5c018788190afad213c580d7072 |
completed | May 8, 2026, 12:23 p.m. |
Created at: April 10, 2026, 1:19 a.m.