Triple
T11718362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halls Creek |
E278560
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Halls Creek Airport
Halls Creek Airport is a regional airport in Western Australia that serves the remote town of Halls Creek and its surrounding communities.
|
E942760
|
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: Halls Creek Airport | Statement: [Halls Creek, hasAirport, Halls Creek Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halls Creek Airport Context triple: [Halls Creek, hasAirport, Halls Creek Airport]
-
A.
Tennant Creek Airport
Tennant Creek Airport is a regional airport in the Northern Territory of Australia that serves the remote town of Tennant Creek and surrounding outback communities.
-
B.
Paraburdoo Airport
Paraburdoo Airport is a regional airport in Western Australia that primarily serves the mining town of Paraburdoo and surrounding Pilbara communities.
-
C.
Karratha Airport
Karratha Airport is a regional airport in Western Australia that serves the city of Karratha and the surrounding Pilbara region, supporting both commercial and resource-industry flights.
-
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.
West Wyalong Airport
West Wyalong Airport is a regional airfield serving the town of West Wyalong in New South Wales, Australia, primarily handling general aviation and charter flights.
- 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: Halls Creek Airport Triple: [Halls Creek, hasAirport, Halls Creek Airport]
Generated description
Halls Creek Airport is a regional airport in Western Australia that serves the remote town of Halls Creek and its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halls Creek Airport Target entity description: Halls Creek Airport is a regional airport in Western Australia that serves the remote town of Halls Creek and its surrounding communities.
-
A.
Tennant Creek Airport
Tennant Creek Airport is a regional airport in the Northern Territory of Australia that serves the remote town of Tennant Creek and surrounding outback communities.
-
B.
Paraburdoo Airport
Paraburdoo Airport is a regional airport in Western Australia that primarily serves the mining town of Paraburdoo and surrounding Pilbara communities.
-
C.
Karratha Airport
Karratha Airport is a regional airport in Western Australia that serves the city of Karratha and the surrounding Pilbara region, supporting both commercial and resource-industry flights.
-
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.
West Wyalong Airport
West Wyalong Airport is a regional airfield serving the town of West Wyalong in New South Wales, Australia, primarily handling general aviation and charter flights.
- 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_69d6aaff2ce88190b4a1e4b341ad5377 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a4c26e4c8190ae30d906b4fd4221 |
completed | April 10, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ef83b9131c819085f7bcab902c3763 |
completed | April 27, 2026, 3:41 p.m. |
| NEDg | Description generation | batch_69ef96b13be881908102ffa867f96c22 |
completed | April 27, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69efb51113708190998b570c33b9d0e7 |
completed | April 27, 2026, 7:12 p.m. |
Created at: April 8, 2026, 9:40 p.m.