Triple

T563680
Position Surface form Disambiguated ID Type / Status
Subject Sunshine Coast E13507 entity
Predicate airportLocatedAt P2903 FINISHED
Object Marcoola
Marcoola is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its beaches and as the location of the region’s main airport.
E70418 NE FINISHED

How this triple was built (5 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: Marcoola | Statement: [Sunshine Coast, airportLocatedAt, Marcoola]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcoola
Context triple: [Sunshine Coast, airportLocatedAt, Marcoola]
  • A. Coolamon
    Coolamon is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural heritage and historic streetscape.
  • B. Ballomar
    Ballomar was a 2nd-century chieftain of the Marcomanni who led major Germanic incursions into the Roman Empire during the Marcomannic Wars.
  • C. La Rampa
    La Rampa is a famous, bustling avenue in Havana’s Vedado district known for its mid-20th-century architecture, nightlife, and cultural landmarks.
  • D. Tikkana
    Tikkana was a prominent 13th-century Telugu poet and scholar best known for translating a major portion of the Mahabharata into Telugu and helping shape classical Telugu literature.
  • E. Zooropa
    Zooropa is a 1993 experimental rock album by Irish band U2 that blends alternative rock with electronic and ambient influences.
  • 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: Marcoola
Triple: [Sunshine Coast, airportLocatedAt, Marcoola]
Generated description
Marcoola is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its beaches and as the location of the region’s main airport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcoola
Target entity description: Marcoola is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its beaches and as the location of the region’s main airport.
  • A. Coolamon
    Coolamon is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural heritage and historic streetscape.
  • B. Ballomar
    Ballomar was a 2nd-century chieftain of the Marcomanni who led major Germanic incursions into the Roman Empire during the Marcomannic Wars.
  • C. La Rampa
    La Rampa is a famous, bustling avenue in Havana’s Vedado district known for its mid-20th-century architecture, nightlife, and cultural landmarks.
  • D. Tikkana
    Tikkana was a prominent 13th-century Telugu poet and scholar best known for translating a major portion of the Mahabharata into Telugu and helping shape classical Telugu literature.
  • E. Zooropa
    Zooropa is a 1993 experimental rock album by Irish band U2 that blends alternative rock with electronic and ambient influences.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: airportLocatedAt
Context triple: [Sunshine Coast, airportLocatedAt, Marcoola]
  • A. airportLocatedIn chosen
    Indicates that an airport is geographically situated within a specific administrative or territorial area.
  • B. airportServed
    Indicates that a particular airport provides service to, or is used for air travel to and from, a given location or area.
  • C. airportOfficialName
    Indicates the officially designated full name of an airport as recognized by authorities or governing bodies.
  • D. partOfAirportLocatedIn
    Indicates that a specific part or component of an airport is geographically or administratively located within a particular area or region.
  • E. hubAirport
    Indicates that an airport serves as a primary hub or central operating base for a particular airline or carrier.
  • F. None of above.

Provenance (6 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_69a4933edcf08190b35ecfd6014caee6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49a712bc48190ba298b3c76ab11cc completed March 1, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ed37a98081909afbc0de4079dda8 completed March 2, 2026, 1:51 a.m.
NEDg Description generation batch_69a4ed9314308190ab02cefa0479345d completed March 2, 2026, 1:53 a.m.
NED2 Entity disambiguation (via description) batch_69a4ee076c6481909f18ee53ef936c0f completed March 2, 2026, 1:55 a.m.
PD Predicate disambiguation batch_69a494c044648190a98589ab18935216 completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.