Triple

T1371002
Position Surface form Disambiguated ID Type / Status
Subject Melbourne Airport E30111 entity
Predicate hubFor P423 FINISHED
Object 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.
 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 | Statement: [Melbourne Airport, hubFor, Virgin Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Virgin Australia
Context triple: [Melbourne Airport, hubFor, Virgin Australia]
  • A. Jetstar Airways
    Jetstar Airways is an Australian low-cost airline operating domestic and international flights, owned by the Qantas Group.
  • B. Qantas
    Qantas is Australia’s flag carrier and one of the world’s oldest continuously operating airlines, known for its extensive international network and membership in the Oneworld alliance.
  • C. QantasLink
    QantasLink is the regional airline brand of Qantas, operating domestic and short-haul services to smaller cities and remote areas in Australia.
  • D. Air New Zealand
    Air New Zealand is the flag carrier airline of New Zealand, known for its extensive domestic and international network and distinctive Kiwi-themed branding and service.
  • E. Qantas Freight
    Qantas Freight is the air cargo and logistics division of Qantas, providing domestic and international freight services.
  • 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
Triple: [Melbourne Airport, hubFor, Virgin Australia]
Generated description
Virgin Australia is a major Australian airline offering domestic and international passenger services with a focus on full-service amenities and extensive route networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Virgin Australia
Target entity description: Virgin Australia is a major Australian airline offering domestic and international passenger services with a focus on full-service amenities and extensive route networks.
  • A. Jetstar Airways
    Jetstar Airways is an Australian low-cost airline operating domestic and international flights, owned by the Qantas Group.
  • B. Qantas
    Qantas is Australia’s flag carrier and one of the world’s oldest continuously operating airlines, known for its extensive international network and membership in the Oneworld alliance.
  • C. QantasLink
    QantasLink is the regional airline brand of Qantas, operating domestic and short-haul services to smaller cities and remote areas in Australia.
  • D. Air New Zealand
    Air New Zealand is the flag carrier airline of New Zealand, known for its extensive domestic and international network and distinctive Kiwi-themed branding and service.
  • E. Qantas Freight
    Qantas Freight is the air cargo and logistics division of Qantas, providing domestic and international freight services.
  • 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2d7b6008190bc0303b56959ba56 completed March 1, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69acde1a576c81909379c2c0e350cd12 completed March 8, 2026, 2:25 a.m.
NEDg Description generation batch_69acdeef1b3c81908210246be0a8b37d completed March 8, 2026, 2:29 a.m.
NED2 Entity disambiguation (via description) batch_69ace0042cd08190a0e1499d4c8e0769 completed March 8, 2026, 2:33 a.m.
Created at: March 1, 2026, 7:57 p.m.