Triple

T8362382
Position Surface form Disambiguated ID Type / Status
Subject Delta SkyMiles Blue American Express Card E197039 entity
Predicate associatedLoyaltyProgram P37953 FINISHED
Object Delta SkyMiles E36412 NE FINISHED

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: Delta SkyMiles | Statement: [Delta SkyMiles Blue American Express Card, associatedLoyaltyProgram, Delta SkyMiles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Delta SkyMiles
Context triple: [Delta SkyMiles Blue American Express Card, associatedLoyaltyProgram, Delta SkyMiles]
  • A. SkyMiles chosen
    SkyMiles is Delta Air Lines’ frequent flyer loyalty program that lets members earn and redeem miles for flights, upgrades, and other travel rewards.
  • B. Air Miles (in the UK market)
    Air Miles was a popular UK travel rewards loyalty scheme that allowed members to collect points from everyday spending and redeem them for flights and other travel-related benefits.
  • C. PhoenixMiles
    PhoenixMiles is the loyalty and rewards program that allows Shenzhen Airlines passengers to earn and redeem miles for flights and related travel benefits.
  • D. Delta SkyMiles Blue American Express Card
    The Delta SkyMiles Blue American Express Card is a no-annual-fee airline rewards credit card that lets cardholders earn Delta SkyMiles on everyday purchases and offers travel-related benefits when flying with Delta Air Lines.
  • E. SkyMiles Medallion tier
    SkyMiles Medallion tier is Delta Air Lines’ elite frequent flyer status level system that offers escalating travel benefits such as priority services, complimentary upgrades, and fee waivers based on a member’s flying activity.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: associatedLoyaltyProgram
Context triple: [Delta SkyMiles Blue American Express Card, associatedLoyaltyProgram, Delta SkyMiles]
  • A. associatedLoyaltyStatus
    Indicates that there is a connection between an entity and a specific loyalty status within a loyalty or rewards program.
  • B. loyaltyProgramType
    Indicates the specific category or kind of loyalty program associated with an entity (such as points-based, tiered, or subscription-based).
  • C. loyaltyProgramPartner
    Indicates that there is a partnership or affiliation between entities within the same loyalty or rewards program.
  • D. loyaltyCurrencyProgram
    Indicates a relationship where an entity participates in or is associated with a loyalty or rewards currency program that tracks and grants benefits based on activity or purchases.
  • E. loyaltyProgramName chosen
    Indicates that an entity is associated with or identified by the name of a specific loyalty or rewards program.
  • F. None of above.

Provenance (4 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_69ca82f2dbe48190aba982e75a0d94de completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb8074e4588190b394d1622adca2cb completed March 31, 2026, 8:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cea805b8bc8190924dcf2ab51ba1e7 completed April 2, 2026, 5:31 p.m.
PD Predicate disambiguation batch_69cb70ca25548190b0f90c5384e3fb3c completed March 31, 2026, 6:59 a.m.
Created at: March 30, 2026, 6 p.m.