Triple

T2908891
Position Surface form Disambiguated ID Type / Status
Subject QantasLink E63633 entity
Predicate operatedBy P86 FINISHED
Object Network Aviation
Network Aviation is an Australian regional airline based in Western Australia that operates charter and scheduled services, including flights under the QantasLink brand.
E309471 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: Network Aviation | Statement: [QantasLink, operatedBy, Network Aviation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Network Aviation
Context triple: [QantasLink, operatedBy, Network Aviation]
  • A. international civil aviation network
    The international civil aviation network is the global system of interconnected airports, airlines, air traffic management, and regulatory frameworks that enables safe and efficient air travel and transport across countries worldwide.
  • B. Air Traffic Organization
    The Air Traffic Organization is the operational arm of the U.S. Federal Aviation Administration responsible for managing and controlling the nation’s air traffic system.
  • C. Aviation
    Aviation is a classic gin-based cocktail typically made with maraschino liqueur, lemon juice, and sometimes crème de violette, known for its pale bluish hue and floral, citrusy flavor.
  • D. Aviation Navigation
    Aviation Navigation is the practice and technology of guiding aircraft safely and efficiently along planned routes using instruments, radio aids, and satellite-based systems.
  • E. CNN Airport Network
    CNN Airport Network was a specialized television channel from CNN that provided curated news, weather, and travel-related programming exclusively to airport terminals across the United States.
  • 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: Network Aviation
Triple: [QantasLink, operatedBy, Network Aviation]
Generated description
Network Aviation is an Australian regional airline based in Western Australia that operates charter and scheduled services, including flights under the QantasLink brand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Network Aviation
Target entity description: Network Aviation is an Australian regional airline based in Western Australia that operates charter and scheduled services, including flights under the QantasLink brand.
  • A. international civil aviation network
    The international civil aviation network is the global system of interconnected airports, airlines, air traffic management, and regulatory frameworks that enables safe and efficient air travel and transport across countries worldwide.
  • B. Air Traffic Organization
    The Air Traffic Organization is the operational arm of the U.S. Federal Aviation Administration responsible for managing and controlling the nation’s air traffic system.
  • C. Aviation
    Aviation is a classic gin-based cocktail typically made with maraschino liqueur, lemon juice, and sometimes crème de violette, known for its pale bluish hue and floral, citrusy flavor.
  • D. Aviation Navigation
    Aviation Navigation is the practice and technology of guiding aircraft safely and efficiently along planned routes using instruments, radio aids, and satellite-based systems.
  • E. CNN Airport Network
    CNN Airport Network was a specialized television channel from CNN that provided curated news, weather, and travel-related programming exclusively to airport terminals across the United States.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0d329c88190b6fcaef0be1799eb completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b056173a988190be02619d909cdb25 completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b05f640afc8190bf9b5b90ff7c9b0e completed March 10, 2026, 6:13 p.m.
NED2 Entity disambiguation (via description) batch_69b06010c1948190a2e13084a79b106b completed March 10, 2026, 6:16 p.m.
Created at: March 6, 2026, 10:11 p.m.