Triple
T2649370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kempsey |
E53859
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Kempsey Airport
Kempsey Airport is a regional airport serving the town of Kempsey in New South Wales, Australia, providing facilities for general aviation and limited commercial operations.
|
E286966
|
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: Kempsey Airport | Statement: [Kempsey, hasAirport, Kempsey Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kempsey Airport Context triple: [Kempsey, hasAirport, Kempsey Airport]
-
A.
Deniliquin Airport
Deniliquin Airport is a regional public airport serving the town of Deniliquin in New South Wales, Australia, primarily handling general aviation and charter flights.
-
B.
Bunbury Airport
Bunbury Airport is a regional airfield serving the city of Bunbury and the surrounding area in Western Australia.
-
C.
Yandina Airport
Yandina Airport is a small airfield serving the Russell Islands in the Solomon Islands, providing local and regional air transport connections.
-
D.
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.
-
E.
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.
- 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: Kempsey Airport Triple: [Kempsey, hasAirport, Kempsey Airport]
Generated description
Kempsey Airport is a regional airport serving the town of Kempsey in New South Wales, Australia, providing facilities for general aviation and limited commercial operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kempsey Airport Target entity description: Kempsey Airport is a regional airport serving the town of Kempsey in New South Wales, Australia, providing facilities for general aviation and limited commercial operations.
-
A.
Deniliquin Airport
Deniliquin Airport is a regional public airport serving the town of Deniliquin in New South Wales, Australia, primarily handling general aviation and charter flights.
-
B.
Bunbury Airport
Bunbury Airport is a regional airfield serving the city of Bunbury and the surrounding area in Western Australia.
-
C.
Yandina Airport
Yandina Airport is a small airfield serving the Russell Islands in the Solomon Islands, providing local and regional air transport connections.
-
D.
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.
-
E.
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.
- 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_69ab495e192081909c77b622e8e7e15a |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd91ca1288190ba302b04bac4c153 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98cc2d9881908556b915a1870c02 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af9a0966a88190b76c50ac801438e2 |
completed | March 10, 2026, 4:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9dfac8048190be715b844eedf064 |
completed | March 10, 2026, 4:28 a.m. |
Created at: March 6, 2026, 9:53 p.m.