Triple
T1345572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mackay |
E28562
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Mackay Airport
Mackay Airport is a regional Australian airport in Queensland that serves the city of Mackay with domestic flights and supports the surrounding mining and tourism industries.
|
E157119
|
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: Mackay Airport | Statement: [Mackay, hasAirport, Mackay Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mackay Airport Context triple: [Mackay, hasAirport, Mackay Airport]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Townsville Airport
Townsville Airport is a regional Australian airport in Queensland that serves the city of Townsville with both civilian and military aviation operations.
-
E.
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.
- 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: Mackay Airport Triple: [Mackay, hasAirport, Mackay Airport]
Generated description
Mackay Airport is a regional Australian airport in Queensland that serves the city of Mackay with domestic flights and supports the surrounding mining and tourism industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mackay Airport Target entity description: Mackay Airport is a regional Australian airport in Queensland that serves the city of Mackay with domestic flights and supports the surrounding mining and tourism industries.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Townsville Airport
Townsville Airport is a regional Australian airport in Queensland that serves the city of Townsville with both civilian and military aviation operations.
-
E.
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.
- 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_69a49854eb3481908c7d56b2e449a290 |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c23e84188190b0395c57dd45b62a |
completed | March 1, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce68225081909d995cd7ae5f2224 |
completed | March 8, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69acd25243448190b147b9eb9293f925 |
completed | March 8, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd2c474908190a9e9b74addcb1c9a |
completed | March 8, 2026, 1:37 a.m. |
Created at: March 1, 2026, 7:56 p.m.