Triple

T1756932
Position Surface form Disambiguated ID Type / Status
Subject Frontier Airlines E38568 entity
Predicate loyaltyProgram P178 FINISHED
Object FRONTIER Miles
FRONTIER Miles is Frontier Airlines’ frequent flyer loyalty program that rewards members with miles for flights and eligible purchases, redeemable for travel and related benefits.
 E196246 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: FRONTIER Miles | Statement: [Frontier Airlines, loyaltyProgram, FRONTIER Miles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FRONTIER Miles
Context triple: [Frontier Airlines, loyaltyProgram, FRONTIER Miles]
  • A. Bayard
    Bayard is a small town in Grant County, West Virginia, known historically as a coal and timber community in the Appalachian region.
  • B. Bayard
    Bayard is a masculine given name most notably associated with civil rights leader Bayard Rustin.
  • C. Mule Suttles
    Mule Suttles was a legendary power-hitting first baseman and outfielder in Negro league baseball, renowned for his prodigious home runs and status as one of the era’s greatest sluggers.
  • D. Winchester Star
    The Winchester Star is a longstanding local newspaper based in Winchester, Virginia, known for covering regional news and community affairs.
  • E. Ogden Rood
    Ogden Rood was a 19th-century American physicist and color theorist whose work on color perception and optical mixing significantly shaped modern art movements.
  • 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: FRONTIER Miles
Triple: [Frontier Airlines, loyaltyProgram, FRONTIER Miles]
Generated description
FRONTIER Miles is Frontier Airlines’ frequent flyer loyalty program that rewards members with miles for flights and eligible purchases, redeemable for travel and related benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FRONTIER Miles
Target entity description: FRONTIER Miles is Frontier Airlines’ frequent flyer loyalty program that rewards members with miles for flights and eligible purchases, redeemable for travel and related benefits.
  • A. Bayard
    Bayard is a small town in Grant County, West Virginia, known historically as a coal and timber community in the Appalachian region.
  • B. Bayard
    Bayard is a masculine given name most notably associated with civil rights leader Bayard Rustin.
  • C. Mule Suttles
    Mule Suttles was a legendary power-hitting first baseman and outfielder in Negro league baseball, renowned for his prodigious home runs and status as one of the era’s greatest sluggers.
  • D. Winchester Star
    The Winchester Star is a longstanding local newspaper based in Winchester, Virginia, known for covering regional news and community affairs.
  • E. Ogden Rood
    Ogden Rood was a 19th-century American physicist and color theorist whose work on color perception and optical mixing significantly shaped modern art movements.
  • 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_69a8862bdb2081908aefe831c8aa8017 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa643ce88481909d2feef3c5fd849f completed March 6, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0ea4cc08190b47d81a54c294a9a completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a401548190af00bae3b89e46b0 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada26804288190838a93b71b494650 completed March 8, 2026, 4:23 p.m.
Created at: March 4, 2026, 7:31 p.m.