Triple

T19033018
Position Surface form Disambiguated ID Type / Status
Subject ATOL E465791 entity
Predicate relatedTo P37 FINISHED
Object Package Travel Regulations (UK)
The Package Travel Regulations (UK) are consumer protection rules that govern the sale of package holidays and linked travel arrangements, ensuring travelers’ rights regarding information, liability, and refunds.
E1354869 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: Package Travel Regulations (UK) | Statement: [ATOL, relatedTo, Package Travel Regulations (UK)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Package Travel Regulations (UK)
Context triple: [ATOL, relatedTo, Package Travel Regulations (UK)]
  • A. Air Passenger Protection Regulations
    The Air Passenger Protection Regulations are Canadian federal rules that set out airlines’ obligations and passengers’ rights regarding issues such as flight delays, cancellations, denied boarding, lost or damaged baggage, and communication standards.
  • B. Travel Air 2000
    The Travel Air 2000 is an American three-seat open-cockpit biplane from the 1920s, widely used for sport flying, training, and barnstorming in the early years of civil aviation.
  • C. Travel Air 3000
    The Travel Air 3000 was an early American biplane produced in the 1920s by the Travel Air Manufacturing Company, serving as a foundational design for later, more advanced models.
  • D. IATA New Distribution Capability
    IATA New Distribution Capability (NDC) is a travel industry data transmission standard developed by the International Air Transport Association to modernize airline distribution and enable richer, more personalized offers across channels.
  • E. Travel Air 4000
    The Travel Air 4000 is a late-1920s American open-cockpit biplane widely used for barnstorming, training, and general aviation flying.
  • 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: Package Travel Regulations (UK)
Triple: [ATOL, relatedTo, Package Travel Regulations (UK)]
Generated description
The Package Travel Regulations (UK) are consumer protection rules that govern the sale of package holidays and linked travel arrangements, ensuring travelers’ rights regarding information, liability, and refunds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Package Travel Regulations (UK)
Target entity description: The Package Travel Regulations (UK) are consumer protection rules that govern the sale of package holidays and linked travel arrangements, ensuring travelers’ rights regarding information, liability, and refunds.
  • A. Air Passenger Protection Regulations
    The Air Passenger Protection Regulations are Canadian federal rules that set out airlines’ obligations and passengers’ rights regarding issues such as flight delays, cancellations, denied boarding, lost or damaged baggage, and communication standards.
  • B. Travel Air 2000
    The Travel Air 2000 is an American three-seat open-cockpit biplane from the 1920s, widely used for sport flying, training, and barnstorming in the early years of civil aviation.
  • C. Travel Air 3000
    The Travel Air 3000 was an early American biplane produced in the 1920s by the Travel Air Manufacturing Company, serving as a foundational design for later, more advanced models.
  • D. IATA New Distribution Capability
    IATA New Distribution Capability (NDC) is a travel industry data transmission standard developed by the International Air Transport Association to modernize airline distribution and enable richer, more personalized offers across channels.
  • E. Travel Air 4000
    The Travel Air 4000 is a late-1920s American open-cockpit biplane widely used for barnstorming, training, and general aviation flying.
  • 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_69d8dd0359648190bc2a9202c5cf29d2 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d741cabc8190900e12265ad269f8 completed April 20, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05be5cb2b08190aa82bc001542528c completed May 14, 2026, 12:21 p.m.
NEDg Description generation batch_6a05bf2efb588190b530183f406d3594 completed May 14, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a05bfc5e5448190baca381badc5be79 completed May 14, 2026, 12:27 p.m.
Created at: April 10, 2026, 12:02 p.m.