Triple
T14682445
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba Regional Council area |
E344820
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object | Toowoomba Wellcamp Airport |
E72865
|
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 Wellcamp Airport | Statement: [Toowoomba Regional Council area, hasAirport, Toowoomba Wellcamp Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toowoomba Wellcamp Airport Context triple: [Toowoomba Regional Council area, hasAirport, Toowoomba Wellcamp Airport]
-
A.
Toowoomba Wellcamp Airport
chosen
Toowoomba Wellcamp Airport is a major regional airport in Queensland, Australia, providing domestic passenger services and freight operations for the Toowoomba and Darling Downs region.
-
B.
Toowoomba City Aerodrome
Toowoomba City Aerodrome is a regional airport serving the city of Toowoomba in Queensland, Australia, primarily handling general aviation and some commercial flights.
-
C.
Bundaberg Airport
Bundaberg Airport is a regional Australian airport serving the city of Bundaberg in Queensland, providing domestic flights and access to the surrounding area.
-
D.
Longreach Airport
Longreach Airport is a regional airport in Longreach, Queensland, Australia, serving as an important hub for air travel and tourism in the central-western outback region.
-
E.
Cooktown Airport
Cooktown Airport is a regional airport in Far North Queensland, Australia, providing air transport services to the town of Cooktown and surrounding areas.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb56a51ec8190941684fd562a7182 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe8bc289f88190819c2e93c0f816a7 |
completed | May 9, 2026, 1:20 a.m. |
Created at: April 10, 2026, 1:28 a.m.