Triple

T4141068
Position Surface form Disambiguated ID Type / Status
Subject Perth Airport E89271 entity
Predicate servesAsHubFor P423 FINISHED
Object Virgin Australia Regional Airlines
Virgin Australia Regional Airlines is an Australian regional carrier operating domestic and short-haul services, primarily connecting Western Australia and other regional centers to major cities under the Virgin Australia brand.
 E160812 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: Virgin Australia Regional Airlines | Statement: [Perth Airport, servesAsHubFor, Virgin Australia Regional Airlines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Virgin Australia Regional Airlines
Context triple: [Perth Airport, servesAsHubFor, Virgin Australia Regional Airlines]
  • A. Virgin Australia
    Virgin Australia is a major Australian airline offering domestic and international passenger services with a focus on full-service amenities and extensive route networks.
  • B. Jetstar Airways
    Jetstar Airways is an Australian low-cost airline operating domestic and international flights, owned by the Qantas Group.
  • C. Eastern Australia Airlines
    Eastern Australia Airlines is a regional Australian airline that operates domestic services on behalf of Qantas under the QantasLink brand.
  • D. Jetstar Group
    Jetstar Group is a low-cost airline group in the Asia-Pacific region that operates and oversees Jetstar-branded carriers across multiple countries.
  • E. QantasLink
    QantasLink is the regional airline brand of Qantas, operating domestic and short-haul services to smaller cities and remote areas in Australia.
  • 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: Virgin Australia Regional Airlines
Triple: [Perth Airport, servesAsHubFor, Virgin Australia Regional Airlines]
Generated description
Virgin Australia Regional Airlines is an Australian regional carrier operating domestic and short-haul services, primarily connecting Western Australia and other regional centers to major cities under the Virgin Australia brand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Virgin Australia Regional Airlines
Target entity description: Virgin Australia Regional Airlines is an Australian regional carrier operating domestic and short-haul services, primarily connecting Western Australia and other regional centers to major cities under the Virgin Australia brand.
  • A. Virgin Australia chosen
    Virgin Australia is a major Australian airline offering domestic and international passenger services with a focus on full-service amenities and extensive route networks.
  • B. Jetstar Airways
    Jetstar Airways is an Australian low-cost airline operating domestic and international flights, owned by the Qantas Group.
  • C. Eastern Australia Airlines
    Eastern Australia Airlines is a regional Australian airline that operates domestic services on behalf of Qantas under the QantasLink brand.
  • D. Jetstar Group
    Jetstar Group is a low-cost airline group in the Asia-Pacific region that operates and oversees Jetstar-branded carriers across multiple countries.
  • E. QantasLink
    QantasLink is the regional airline brand of Qantas, operating domestic and short-haul services to smaller cities and remote areas in Australia.
  • F. None of above.

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_69aed95785788190ae75bcf0cd1cafdf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af024b8fe4819098e8f393474363c8 completed March 9, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576cff6c881909134804ba6f9876d completed March 14, 2026, 2:55 p.m.
NEDg Description generation batch_69b577d391ac8190b6062b1f64e2e7e8 completed March 14, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5787ed214819092fc425152069df9 completed March 14, 2026, 3:02 p.m.
Created at: March 9, 2026, 3:43 p.m.