Triple
T582767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba |
E15092
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
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.
|
E73134
|
NE FINISHED |
How this triple was built (4 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 City Aerodrome | Statement: [Toowoomba, hasAirport, Toowoomba City Aerodrome]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toowoomba City Aerodrome Context triple: [Toowoomba, hasAirport, Toowoomba City Aerodrome]
-
A.
Toowoomba Wellcamp Airport
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.
Sunshine Coast Airport
Sunshine Coast Airport is a regional Australian airport serving the Sunshine Coast in Queensland, providing domestic flights and limited international connections for the surrounding coastal communities.
-
C.
Temora Airport
Temora Airport is a regional airfield in Temora, New South Wales, Australia, known for serving general aviation and hosting the Temora Aviation Museum’s historic aircraft.
-
D.
Brisbane Airport
Brisbane Airport is a major international and domestic airport in Queensland, Australia, serving Brisbane and acting as a key hub for several airlines.
-
E.
Gold Coast Airport
Gold Coast Airport is a major international and domestic airport serving Australia’s Gold Coast region and parts of northern New South Wales.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Toowoomba City Aerodrome Triple: [Toowoomba, hasAirport, Toowoomba City Aerodrome]
Generated description
Toowoomba City Aerodrome is a regional airport serving the city of Toowoomba in Queensland, Australia, primarily handling general aviation and some commercial flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toowoomba City Aerodrome Target entity description: Toowoomba City Aerodrome is a regional airport serving the city of Toowoomba in Queensland, Australia, primarily handling general aviation and some commercial flights.
-
A.
Toowoomba Wellcamp Airport
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.
Sunshine Coast Airport
Sunshine Coast Airport is a regional Australian airport serving the Sunshine Coast in Queensland, providing domestic flights and limited international connections for the surrounding coastal communities.
-
C.
Temora Airport
Temora Airport is a regional airfield in Temora, New South Wales, Australia, known for serving general aviation and hosting the Temora Aviation Museum’s historic aircraft.
-
D.
Brisbane Airport
Brisbane Airport is a major international and domestic airport in Queensland, Australia, serving Brisbane and acting as a key hub for several airlines.
-
E.
Gold Coast Airport
Gold Coast Airport is a major international and domestic airport serving Australia’s Gold Coast region and parts of northern New South Wales.
- F. None of above. chosen
Provenance (5 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_69a4935783b8819082b77726ec10cc42 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49b85becc8190b4d98c00e5fa7c04 |
completed | March 1, 2026, 8:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a50e25f4e4819081c8973b0f24dec0 |
completed | March 2, 2026, 4:12 a.m. |
| NEDg | Description generation | batch_69a50ea21c54819099975c66b97f97f3 |
completed | March 2, 2026, 4:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a50f2e06288190a8ddf49310ee2790 |
completed | March 2, 2026, 4:16 a.m. |
Created at: March 1, 2026, 7:33 p.m.