Triple
T3465981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warrego Highway |
E73136
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object | Toowoomba 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: Toowoomba Region | Statement: [Warrego Highway, servesArea, Toowoomba Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toowoomba Region Context triple: [Warrego Highway, servesArea, Toowoomba Region]
-
A.
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.
-
B.
Fraser Coast Region
Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
-
C.
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.
-
D.
Mackay Region
The Mackay Region is a local government area on the central coast of Queensland, Australia, centered on the city of Mackay and known for its sugar cane industry and access to the Great Barrier Reef.
-
E.
Darling Downs
chosen
Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
- 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_69ad85b224d481908ff8be51338d24ff |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb0f2d3881908a5fa871341564ed |
completed | March 8, 2026, 6:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4cdce42688190b6f33b39649fedd7 |
completed | March 14, 2026, 2:54 a.m. |
Created at: March 8, 2026, 3:17 p.m.