Triple

T18020619
Position Surface form Disambiguated ID Type / Status
Subject Inner and Outer Hebrides air network E431107 entity
Predicate includesServiceType P849 FINISHED
Object lifeline air services — NE NERFINISHED

How this triple was built (3 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: lifeline air services | Statement: [Inner and Outer Hebrides air network, includesServiceType, lifeline air services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: lifeline air services
Context triple: [Inner and Outer Hebrides air network, includesServiceType, lifeline air services]
  • A. AeroDarat Services
    AeroDarat Services is a Malaysian ground handling and airport services company that supports airlines with passenger, ramp, and cargo operations.
  • B. Link Airways
    Link Airways is an Australian regional airline operating scheduled passenger services between smaller cities and major hubs.
  • C. VLM Airlines
    VLM Airlines was a Belgian regional airline that primarily operated short-haul European routes, notably using turboprop aircraft such as the Fokker 50.
  • D. Sunrise Airways
    Sunrise Airways is a Haitian airline that operates regional passenger flights throughout the Caribbean, with its main base in Port-au-Prince.
  • E. Kel Air
    Kel Air is a Tuareg confederation inhabiting the Aïr Mountains region of northern Niger, known for its nomadic pastoralist traditions and historical role in Saharan trade.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: lifeline air services
Target entity description: Lifeline air services are essential subsidized air connections that provide remote and island communities, such as those in the Inner and Outer Hebrides, with reliable access to vital transport links.
  • A. AeroDarat Services
    AeroDarat Services is a Malaysian ground handling and airport services company that supports airlines with passenger, ramp, and cargo operations.
  • B. Link Airways
    Link Airways is an Australian regional airline operating scheduled passenger services between smaller cities and major hubs.
  • C. VLM Airlines
    VLM Airlines was a Belgian regional airline that primarily operated short-haul European routes, notably using turboprop aircraft such as the Fokker 50.
  • D. Sunrise Airways
    Sunrise Airways is a Haitian airline that operates regional passenger flights throughout the Caribbean, with its main base in Port-au-Prince.
  • E. Kel Air
    Kel Air is a Tuareg confederation inhabiting the Aïr Mountains region of northern Niger, known for its nomadic pastoralist traditions and historical role in Saharan trade.
  • F. None of above. chosen

Provenance (2 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b9c1c5f88190a059ce4f86f7ed36 completed April 19, 2026, 11:17 a.m.
Created at: April 10, 2026, 10:24 a.m.