Triple
T14221002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Queensland rail network at Wallangarra |
E352489
|
entity |
| Predicate | servedRegion |
P82
|
FINISHED |
| Object | Darling Downs hinterland |
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 hinterland | Statement: [Queensland rail network at Wallangarra, servedRegion, Darling Downs hinterland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darling Downs hinterland Context triple: [Queensland rail network at Wallangarra, servedRegion, Darling Downs hinterland]
-
A.
Darling Downs
chosen
Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
-
B.
Sunshine Coast hinterland
The Sunshine Coast hinterland is a scenic inland region of Queensland, Australia, known for its rolling green hills, rainforest, waterfalls, and charming rural towns.
-
C.
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.
-
D.
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.
-
E.
Western Downs Region
Western Downs Region is a local government area in Queensland, Australia, known for its extensive agricultural production, energy industries, and rural 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_69d8278a06e481908b5d6af0a8afe737 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6213801c8190a47705cd890b9ae7 |
completed | April 14, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd2813e55881909bdbc6f3c6ef572b |
completed | May 8, 2026, 12:02 a.m. |
Created at: April 10, 2026, 1:06 a.m.