Triple

T43199
Position Surface form Disambiguated ID Type / Status
Subject Delta Air Lines E848 entity
Predicate loyaltyProgram P178 FINISHED
Object SkyMiles
SkyMiles is Delta Air Lines’ frequent-flyer loyalty program that lets members earn and redeem miles for flights, upgrades, and other travel rewards.
E848 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: SkyMiles | Statement: [Delta Air Lines, loyaltyProgram, SkyMiles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SkyMiles
Context triple: [Delta Air Lines, loyaltyProgram, SkyMiles]
  • A. JetBlue Airways
    JetBlue Airways is a major American low-cost airline known for its customer-friendly service, free in-flight entertainment, and extensive route network across the United States, Caribbean, and Latin America.
  • B. Delta Air Lines
    Delta Air Lines is a major U.S.-based global airline headquartered in Atlanta, known for its extensive domestic and international route network and membership in the SkyTeam alliance.
  • C. American Airlines
    American Airlines is a major U.S.-based airline and one of the world's largest carriers, operating extensive domestic and international routes.
  • D. Oneworld
    Oneworld is a major global airline alliance that coordinates services, schedules, and benefits among its member carriers to offer worldwide connectivity.
  • E. Delta Private Jets
    Delta Private Jets is a business aviation company offering on-demand private jet charter and related services under the Delta Air Lines brand.
  • 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: SkyMiles
Triple: [Delta Air Lines, loyaltyProgram, SkyMiles]
Generated description
SkyMiles is Delta Air Lines’ frequent-flyer loyalty program that lets members earn and redeem miles for flights, upgrades, and other travel rewards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SkyMiles
Target entity description: SkyMiles is Delta Air Lines’ frequent-flyer loyalty program that lets members earn and redeem miles for flights, upgrades, and other travel rewards.
  • A. JetBlue Airways
    JetBlue Airways is a major American low-cost airline known for its customer-friendly service, free in-flight entertainment, and extensive route network across the United States, Caribbean, and Latin America.
  • B. Delta Air Lines chosen
    Delta Air Lines is a major U.S.-based global airline headquartered in Atlanta, known for its extensive domestic and international route network and membership in the SkyTeam alliance.
  • C. American Airlines
    American Airlines is a major U.S.-based airline and one of the world's largest carriers, operating extensive domestic and international routes.
  • D. Oneworld
    Oneworld is a major global airline alliance that coordinates services, schedules, and benefits among its member carriers to offer worldwide connectivity.
  • E. Delta Private Jets
    Delta Private Jets is a business aviation company offering on-demand private jet charter and related services under the Delta Air Lines brand.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: loyaltyProgram
Context triple: [Delta Air Lines, loyaltyProgram, SkyMiles]
  • A. offersProgram chosen
    Indicates that an entity provides or makes available a specific program (such as a course, curriculum, or initiative).
  • B. offersProgramLevel
    Indicates that an entity provides or makes available an academic or training program at a specified level (e.g., undergraduate, graduate, certificate).
  • C. customerType
    Indicates the classification or category assigned to a customer based on their characteristics, status, or relationship with a business.
  • D. qualificationBadge
    Indicates that an entity has been awarded or holds a specific qualification badge signifying a certified skill, status, or achievement.
  • E. hasBenefit
    Indicates that one entity provides an advantage, improvement, or positive outcome to another entity.
  • 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_69a247a8f6c08190bac804906d62ed5a completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24c083ad081909c1122c8fb29efdc completed Feb. 28, 2026, 1:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69a255338b6c8190bb31101691ce689a completed Feb. 28, 2026, 2:38 a.m.
NEDg Description generation batch_69a255ef9b1081909fe71530250bd68b completed Feb. 28, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69a256c673748190abb6b556701b4a2a completed Feb. 28, 2026, 2:45 a.m.
PD Predicate disambiguation batch_69a24aba9a2c81909f769a8f22e30c92 completed Feb. 28, 2026, 1:54 a.m.
Created at: Feb. 28, 2026, 1:46 a.m.