Triple
T3465949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warrego Highway |
E73136
|
entity |
| Predicate | connectsCity |
P4245
|
FINISHED |
| Object | Toowoomba |
E15092
|
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 | Statement: [Warrego Highway, connectsCity, Toowoomba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toowoomba Context triple: [Warrego Highway, connectsCity, Toowoomba]
-
A.
Toowoomba
chosen
Toowoomba is a major regional city on the Darling Downs in eastern Australia, known for its gardens, annual Carnival of Flowers, and role as a service and education hub for southern Queensland.
-
B.
Bundaberg
Bundaberg is a coastal city in eastern Australia known for its sugarcane industry, rum distillery, and proximity to the southern Great Barrier Reef.
-
C.
Rockhampton
Rockhampton is a regional city in central Queensland, Australia, known as a major agricultural and beef production hub along the Fitzroy River.
-
D.
Cairns
Cairns is a tropical coastal city in northeastern Australia known as a major gateway to the Great Barrier Reef and the Wet Tropics rainforest.
-
E.
Nambour
Nambour is a regional town in Queensland, Australia, historically known for its sugar industry and now serving as an administrative and service hub for the Sunshine Coast hinterland.
- 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_69b4daeff8c0819097e60f893e6669d5 |
completed | March 14, 2026, 3:50 a.m. |
Created at: March 8, 2026, 3:17 p.m.