Triple

T4528977
Position Surface form Disambiguated ID Type / Status
Subject Inverness Airport E106247 entity
Predicate operator P179 FINISHED
Object Highlands and Islands Airports Limited
Highlands and Islands Airports Limited is a Scottish government-owned company that manages and operates a network of regional airports across the Highlands, islands, and remote areas of Scotland.
 E449314 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: Highlands and Islands Airports Limited | Statement: [Inverness Airport, operator, Highlands and Islands Airports Limited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Highlands and Islands Airports Limited
Context triple: [Inverness Airport, operator, Highlands and Islands Airports Limited]
  • A. Loganair
    Loganair is a Scottish regional airline that operates domestic and short-haul international flights across the United Kingdom and nearby destinations.
  • B. Inner and Outer Hebrides air network
    The Inner and Outer Hebrides air network is a regional flight system linking Scotland’s remote Hebridean islands with the mainland, known for its unique short-runway and beach-landing services.
  • C. Inter Island Airways
    Inter Island Airways is a regional airline that operated passenger services in American Samoa and surrounding Pacific islands.
  • D. Flynas
    Flynas is a Saudi low-cost airline based in Riyadh that operates domestic and regional flights across the Middle East and beyond.
  • E. Perth Airport Pty Ltd
    Perth Airport Pty Ltd is the private company responsible for managing, operating, and developing Perth Airport in Western 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: Highlands and Islands Airports Limited
Triple: [Inverness Airport, operator, Highlands and Islands Airports Limited]
Generated description
Highlands and Islands Airports Limited is a Scottish government-owned company that manages and operates a network of regional airports across the Highlands, islands, and remote areas of Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Highlands and Islands Airports Limited
Target entity description: Highlands and Islands Airports Limited is a Scottish government-owned company that manages and operates a network of regional airports across the Highlands, islands, and remote areas of Scotland.
  • A. Loganair
    Loganair is a Scottish regional airline that operates domestic and short-haul international flights across the United Kingdom and nearby destinations.
  • B. Inner and Outer Hebrides air network
    The Inner and Outer Hebrides air network is a regional flight system linking Scotland’s remote Hebridean islands with the mainland, known for its unique short-runway and beach-landing services.
  • C. Inter Island Airways
    Inter Island Airways is a regional airline that operated passenger services in American Samoa and surrounding Pacific islands.
  • D. Flynas
    Flynas is a Saudi low-cost airline based in Riyadh that operates domestic and regional flights across the Middle East and beyond.
  • E. Perth Airport Pty Ltd
    Perth Airport Pty Ltd is the private company responsible for managing, operating, and developing Perth Airport in Western Australia.
  • 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_69bd43f3d6e08190a91824f833d51bbe completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd5779593081908593537b9239e01b completed March 20, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69bda45eadd0819093429e14c88a161d completed March 20, 2026, 7:47 p.m.
NEDg Description generation batch_69bda4e4f5a081908892c4363b3a4989 completed March 20, 2026, 7:49 p.m.
NED2 Entity disambiguation (via description) batch_69bda556d4188190a00d6e6259139c10 completed March 20, 2026, 7:51 p.m.
Created at: March 20, 2026, 1:03 p.m.