Triple

T4744281
Position Surface form Disambiguated ID Type / Status
Subject Virgin Atlantic Holidays E105321 entity
Predicate regulatoryProtection P54742 FINISHED
Object ATOL
ATOL is the UK’s Air Travel Organiser’s Licence scheme that financially protects holidaymakers if their travel company fails.
E465791 NE FINISHED

How this triple was built (5 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: ATOL | Statement: [Virgin Atlantic Holidays, regulatoryProtection, ATOL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ATOL
Context triple: [Virgin Atlantic Holidays, regulatoryProtection, ATOL]
  • A. TUI Airways
    TUI Airways is a British charter and scheduled airline that primarily serves leisure destinations across Europe and worldwide as part of the TUI Group.
  • B. TAP Express
    TAP Express is a regional airline brand operating feeder and short-haul services on behalf of TAP Air Portugal.
  • C. ATA Airlines
    ATA Airlines is an Iranian airline that operates domestic and regional flights, using Mehrabad International Airport in Tehran as one of its main bases.
  • D. Aviall
    Aviall is an aviation parts and services company that operates as a subsidiary of Boeing, supplying aftermarket aircraft components and logistics support to the aerospace industry.
  • E. Flynas
    Flynas is a Saudi low-cost airline based in Riyadh that operates domestic and regional flights across the Middle East and beyond.
  • 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: ATOL
Triple: [Virgin Atlantic Holidays, regulatoryProtection, ATOL]
Generated description
ATOL is the UK’s Air Travel Organiser’s Licence scheme that financially protects holidaymakers if their travel company fails.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ATOL
Target entity description: ATOL is the UK’s Air Travel Organiser’s Licence scheme that financially protects holidaymakers if their travel company fails.
  • A. TUI Airways
    TUI Airways is a British charter and scheduled airline that primarily serves leisure destinations across Europe and worldwide as part of the TUI Group.
  • B. TAP Express
    TAP Express is a regional airline brand operating feeder and short-haul services on behalf of TAP Air Portugal.
  • C. ATA Airlines
    ATA Airlines is an Iranian airline that operates domestic and regional flights, using Mehrabad International Airport in Tehran as one of its main bases.
  • D. Aviall
    Aviall is an aviation parts and services company that operates as a subsidiary of Boeing, supplying aftermarket aircraft components and logistics support to the aerospace industry.
  • E. Flynas
    Flynas is a Saudi low-cost airline based in Riyadh that operates domestic and regional flights across the Middle East and beyond.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: regulatoryProtection
Context triple: [Virgin Atlantic Holidays, regulatoryProtection, ATOL]
  • A. regulatoryType
    Indicates the specific kind or category of regulatory control, rule, or oversight that applies in the given relationship.
  • B. regulatoryField chosen
    Indicates that one entity operates within, is governed by, or is associated with a particular area or domain of regulation defined by another entity.
  • C. regulatedIn
    Indicates that one entity’s activity, expression, or occurrence is controlled, influenced, or modulated by another entity within a specific context or system.
  • D. regulationAtIssue
    Indicates that a specific regulation is the subject of concern, dispute, or analysis in the given context.
  • E. allowsRegulationOf
    Indicates that one entity grants the authority, means, or conditions for another entity to control, manage, or govern something.
  • F. None of above.

Provenance (6 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_69bd43ef87a48190a5bc3600711aa032 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64aa72c0819082ede0f531d75e65 completed March 20, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a37a77881909d32027f1ada99c5 completed March 21, 2026, 6:27 a.m.
NEDg Description generation batch_69be3b11371081908c028d7a1376f473 completed March 21, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_69be3b8c77f88190aac16b6941fb5df7 completed March 21, 2026, 6:32 a.m.
PD Predicate disambiguation batch_69bd6221c3b881908604f35f8de6f16b completed March 20, 2026, 3:05 p.m.
Created at: March 20, 2026, 1:19 p.m.