Triple
T1184784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Townsville |
E25219
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Townsville Airport
Townsville Airport is a regional Australian airport in Queensland that serves the city of Townsville with both civilian and military aviation operations.
|
E135731
|
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: Townsville Airport | Statement: [Townsville, hasAirport, Townsville Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Townsville Airport Context triple: [Townsville, hasAirport, Townsville Airport]
-
A.
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.
-
B.
Rockhampton Airport
Rockhampton Airport is a regional Australian airport in Queensland that serves the city of Rockhampton with domestic flights and military operations.
-
C.
Mount Isa Airport
Mount Isa Airport is a regional Australian airport in Queensland that serves the mining city of Mount Isa with domestic passenger and freight flights.
-
D.
Coffs Harbour Airport
Coffs Harbour Airport is a regional airport serving the coastal city of Coffs Harbour in New South Wales, Australia, providing domestic flights and access to the Mid North Coast region.
-
E.
Cairns Airport
Cairns Airport is a major international and domestic airport in Far North Queensland, Australia, serving as the primary gateway to Cairns and the Great Barrier Reef region.
- 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: Townsville Airport Triple: [Townsville, hasAirport, Townsville Airport]
Generated description
Townsville Airport is a regional Australian airport in Queensland that serves the city of Townsville with both civilian and military aviation operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Townsville Airport Target entity description: Townsville Airport is a regional Australian airport in Queensland that serves the city of Townsville with both civilian and military aviation operations.
-
A.
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.
-
B.
Rockhampton Airport
Rockhampton Airport is a regional Australian airport in Queensland that serves the city of Rockhampton with domestic flights and military operations.
-
C.
Mount Isa Airport
Mount Isa Airport is a regional Australian airport in Queensland that serves the mining city of Mount Isa with domestic passenger and freight flights.
-
D.
Coffs Harbour Airport
Coffs Harbour Airport is a regional airport serving the coastal city of Coffs Harbour in New South Wales, Australia, providing domestic flights and access to the Mid North Coast region.
-
E.
Cairns Airport
Cairns Airport is a major international and domestic airport in Far North Queensland, Australia, serving as the primary gateway to Cairns and the Great Barrier Reef region.
- 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_69a49427d98881908646d6c63b8cea1e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd39245881908766c41943dc2752 |
completed | March 1, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac6f239a288190ae488d11cff8ebf2 |
completed | March 7, 2026, 6:32 p.m. |
| NEDg | Description generation | batch_69ac6fea11408190b84d9fc54d4c4917 |
completed | March 7, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac70592c5c8190a1f86378ec5f70a9 |
completed | March 7, 2026, 6:37 p.m. |
Created at: March 1, 2026, 7:45 p.m.