Triple

T2908892
Position Surface form Disambiguated ID Type / Status
Subject QantasLink E63633 entity
Predicate operatedBy P86 FINISHED
Object Cobham Aviation Services Australia (historical)
Cobham Aviation Services Australia (historical) was an Australian aviation company that provided regional and charter airline operations, including contracted services for major carriers and government agencies.
E309472 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: Cobham Aviation Services Australia (historical) | Statement: [QantasLink, operatedBy, Cobham Aviation Services Australia (historical)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cobham Aviation Services Australia (historical)
Context triple: [QantasLink, operatedBy, Cobham Aviation Services Australia (historical)]
  • A. Tasman Empire Airways Limited
    Tasman Empire Airways Limited was the original international airline of New Zealand that later evolved into the modern carrier Air New Zealand.
  • B. Aviation House
    Aviation House is a London office building that formerly served as the main base for the UK Government Digital Service.
  • C. Central Flying School at Point Cook
    The Central Flying School at Point Cook was Australia’s first military flying training school and the birthplace of the nation’s military aviation.
  • D. Hawker Aircraft
    Hawker Aircraft was a prominent British aircraft manufacturer best known for producing iconic military planes such as the Hawker Hurricane during the early to mid-20th century.
  • E. ACE Aviation Holdings
    ACE Aviation Holdings was a Canadian holding company created to own and manage Air Canada and its related aviation businesses following the airline’s restructuring in the early 2000s.
  • 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: Cobham Aviation Services Australia (historical)
Triple: [QantasLink, operatedBy, Cobham Aviation Services Australia (historical)]
Generated description
Cobham Aviation Services Australia (historical) was an Australian aviation company that provided regional and charter airline operations, including contracted services for major carriers and government agencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cobham Aviation Services Australia (historical)
Target entity description: Cobham Aviation Services Australia (historical) was an Australian aviation company that provided regional and charter airline operations, including contracted services for major carriers and government agencies.
  • A. Tasman Empire Airways Limited
    Tasman Empire Airways Limited was the original international airline of New Zealand that later evolved into the modern carrier Air New Zealand.
  • B. Aviation House
    Aviation House is a London office building that formerly served as the main base for the UK Government Digital Service.
  • C. Central Flying School at Point Cook
    The Central Flying School at Point Cook was Australia’s first military flying training school and the birthplace of the nation’s military aviation.
  • D. Hawker Aircraft
    Hawker Aircraft was a prominent British aircraft manufacturer best known for producing iconic military planes such as the Hawker Hurricane during the early to mid-20th century.
  • E. ACE Aviation Holdings
    ACE Aviation Holdings was a Canadian holding company created to own and manage Air Canada and its related aviation businesses following the airline’s restructuring in the early 2000s.
  • 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.