Triple

T5558620
Position Surface form Disambiguated ID Type / Status
Subject Cooktown E145709 entity
Predicate hasAirport P105 FINISHED
Object Cooktown Airport
Cooktown Airport is a regional airport in Far North Queensland, Australia, providing air transport services to the town of Cooktown and surrounding areas.
E534172 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Cooktown Airport | Statement: [Cooktown, hasAirport, Cooktown Airport]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cooktown Airport
Context triple: [Cooktown, hasAirport, Cooktown Airport]
  • A. 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.
  • B. Weipa Airport
    Weipa Airport is a regional airport in Weipa, Queensland, Australia, serving as the primary air transport hub for the remote western Cape York Peninsula region.
  • 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. 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.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cooktown Airport
Target entity description: Cooktown Airport is a regional airport in Far North Queensland, Australia, providing air transport services to the town of Cooktown and surrounding areas.
  • A. 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.
  • B. Weipa Airport
    Weipa Airport is a regional airport in Weipa, Queensland, Australia, serving as the primary air transport hub for the remote western Cape York Peninsula region.
  • 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. 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.
  • E. 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.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Cooktown Airport
Triple: [Cooktown, hasAirport, Cooktown Airport]
Generated description
Cooktown Airport is a regional airport in Far North Queensland, Australia, providing air transport services to the town of Cooktown and surrounding areas.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69c008fcaf788190bafa02a1917ee73b elicitation completed
NER batch_69c0201529a88190bf0135e032b048ea ner completed
NED1 batch_69c04d0681b08190b42f3812ce8a8e45 ned_source_triple completed
NED2 batch_69c04f0de68c8190817b525f2d8ef327 ned_description completed
NEDg batch_69c04e868cc48190bdb245ba52b9b938 nedg completed
Created at: March 22, 2026, 3:36 p.m.