Triple

T552842
Position Surface form Disambiguated ID Type / Status
Subject Qatar Airways E11877 entity
Predicate frequentFlyerCurrency P13481 FINISHED
Object Avios
Avios is a travel rewards currency used by several major airlines and loyalty programs, allowing members to earn and redeem points for flights and related travel benefits.
E69318 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: Avios | Statement: [Qatar Airways, frequentFlyerCurrency, Avios]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Avios
Context triple: [Qatar Airways, frequentFlyerCurrency, Avios]
  • A. SkyMiles
    SkyMiles is Delta Air Lines’ frequent flyer loyalty program that lets members earn and redeem miles for flights, upgrades, and other travel rewards.
  • B. MileagePlus
    MileagePlus is United Airlines’ loyalty program that rewards members with miles and elite benefits for flying and partner activity.
  • C. Rapid Rewards
    Rapid Rewards is Southwest Airlines’ frequent flyer loyalty program that lets members earn points on flights and redeem them for travel and other rewards.
  • D. Asia Miles
    Asia Miles is a travel and lifestyle rewards program that lets members earn and redeem miles across flights, hotels, dining, and other partner services worldwide.
  • E. Milliways
    Milliways is the fictional, time-defying "Restaurant at the End of the Universe" from Douglas Adams' The Hitchhiker's Guide to the Galaxy series, where diners watch the cosmos end as dinner entertainment.
  • 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: Avios
Triple: [Qatar Airways, frequentFlyerCurrency, Avios]
Generated description
Avios is a travel rewards currency used by several major airlines and loyalty programs, allowing members to earn and redeem points for flights and related travel benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Avios
Target entity description: Avios is a travel rewards currency used by several major airlines and loyalty programs, allowing members to earn and redeem points for flights and related travel benefits.
  • A. SkyMiles
    SkyMiles is Delta Air Lines’ frequent flyer loyalty program that lets members earn and redeem miles for flights, upgrades, and other travel rewards.
  • B. MileagePlus
    MileagePlus is United Airlines’ loyalty program that rewards members with miles and elite benefits for flying and partner activity.
  • C. Rapid Rewards
    Rapid Rewards is Southwest Airlines’ frequent flyer loyalty program that lets members earn points on flights and redeem them for travel and other rewards.
  • D. Asia Miles
    Asia Miles is a travel and lifestyle rewards program that lets members earn and redeem miles across flights, hotels, dining, and other partner services worldwide.
  • E. Milliways
    Milliways is the fictional, time-defying "Restaurant at the End of the Universe" from Douglas Adams' The Hitchhiker's Guide to the Galaxy series, where diners watch the cosmos end as dinner entertainment.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: frequentFlyerCurrency
Context triple: [Qatar Airways, frequentFlyerCurrency, Avios]
  • A. associatedWithFrequentFlyerProgram chosen
    Indicates that an entity has a connection or involvement with a frequent flyer program, such as membership, participation, or affiliation.
  • B. usesCurrency
    Indicates that one entity conducts its financial transactions or values using the monetary unit represented by the other entity.
  • C. associatedCurrencyCode
    Indicates the currency code that is linked to or used in connection with the given entity or transaction.
  • D. currencyType
    Indicates the specific kind of monetary unit or currency associated with an entity or transaction.
  • E. currency
    Indicates that one entity serves as the medium of exchange or monetary unit used by another entity (such as a country, region, or system).
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4991b296481908cf27e1d1ec67052 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e3f90058819081167bac387f8023 completed March 2, 2026, 1:12 a.m.
NEDg Description generation batch_69a4e497da648190b9e07fe94488be0d completed March 2, 2026, 1:15 a.m.
NED2 Entity disambiguation (via description) batch_69a4e525eb18819083018d392ba4b2fa completed March 2, 2026, 1:17 a.m.
PD Predicate disambiguation batch_69a494bc1f8c8190904356f3a8e801de completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.