Triple
T15054346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Downs Region |
E379448
|
entity |
| Predicate | hasRegionCode |
P3446
|
FINISHED |
| Object | LGA QLD Western Downs |
E379448
|
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: LGA QLD Western Downs | Statement: [Western Downs Region, hasRegionCode, LGA QLD Western Downs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LGA QLD Western Downs Context triple: [Western Downs Region, hasRegionCode, LGA QLD Western Downs]
-
A.
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.
-
B.
Brisbane Southside
Brisbane Southside is the predominantly residential and commercial area of Brisbane located south of the Brisbane River, encompassing a mix of inner-city suburbs, cultural precincts, and growing suburban communities.
-
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.
Darling Downs
Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
-
E.
Western Downs Region
chosen
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_69d85cd64d108190853797a95c11cc45 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69deda92091c81909180f486edf01405 |
completed | April 15, 2026, 12:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fea5bdeee48190949b0fe63eb6a21a |
completed | May 9, 2026, 3:10 a.m. |
Created at: April 10, 2026, 3:01 a.m.