Triple

T2778983
Position Surface form Disambiguated ID Type / Status
Subject Qantas Holidays E61645 entity
Predicate associatedWith P37 FINISHED
Object Qantas Frequent Flyer
Qantas Frequent Flyer is the loyalty program of Qantas Airways that rewards members with points and status benefits for flying and everyday spending.
 E298142 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: Qantas Frequent Flyer | Statement: [Qantas Holidays, associatedWith, Qantas Frequent Flyer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qantas Frequent Flyer
Context triple: [Qantas Holidays, associatedWith, Qantas Frequent Flyer]
  • A. Singapore Airlines PPS Club
    Singapore Airlines PPS Club is the airline’s top-tier frequent flyer program for premium-class travelers, offering exclusive benefits such as priority services, lounge access, and enhanced mileage rewards.
  • B. Matmid Frequent Flyer Club
    Matmid Frequent Flyer Club is El Al's loyalty program that rewards frequent flyers with points redeemable for flights, upgrades, and other travel benefits.
  • C. Air France Flying Blue Gold
    Air France Flying Blue Gold is a mid-tier frequent flyer status that offers travelers benefits like priority services, extra baggage allowance, and lounge access across Air France, KLM, and SkyTeam partner airlines.
  • D. JAL Mileage Bank
    JAL Mileage Bank is Japan Airlines’ frequent flyer program that allows members to earn and redeem miles for flights, upgrades, and other travel-related rewards.
  • E. Air France Flying Blue Platinum
    Air France Flying Blue Platinum is the top-tier frequent flyer status in Air France–KLM’s loyalty program, offering extensive travel benefits such as priority services, extra baggage, and lounge access across the SkyTeam network.
  • 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: Qantas Frequent Flyer
Triple: [Qantas Holidays, associatedWith, Qantas Frequent Flyer]
Generated description
Qantas Frequent Flyer is the loyalty program of Qantas Airways that rewards members with points and status benefits for flying and everyday spending.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qantas Frequent Flyer
Target entity description: Qantas Frequent Flyer is the loyalty program of Qantas Airways that rewards members with points and status benefits for flying and everyday spending.
  • A. Singapore Airlines PPS Club
    Singapore Airlines PPS Club is the airline’s top-tier frequent flyer program for premium-class travelers, offering exclusive benefits such as priority services, lounge access, and enhanced mileage rewards.
  • B. Matmid Frequent Flyer Club
    Matmid Frequent Flyer Club is El Al's loyalty program that rewards frequent flyers with points redeemable for flights, upgrades, and other travel benefits.
  • C. Air France Flying Blue Gold
    Air France Flying Blue Gold is a mid-tier frequent flyer status that offers travelers benefits like priority services, extra baggage allowance, and lounge access across Air France, KLM, and SkyTeam partner airlines.
  • D. JAL Mileage Bank
    JAL Mileage Bank is Japan Airlines’ frequent flyer program that allows members to earn and redeem miles for flights, upgrades, and other travel-related rewards.
  • E. Air France Flying Blue Platinum
    Air France Flying Blue Platinum is the top-tier frequent flyer status in Air France–KLM’s loyalty program, offering extensive travel benefits such as priority services, extra baggage, and lounge access across the SkyTeam network.
  • 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_69ab4b7e43c48190997b8fc8fb1663ab completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd97e9988190a9065a70b878a675 completed March 7, 2026, 8:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc05cf84881908e771471dbda4c8d completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc1f3741c8190a806f8cc14fc6334 completed March 10, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69afc24c63188190a51f5ae9f2955f0a completed March 10, 2026, 7:03 a.m.
Created at: March 6, 2026, 9:57 p.m.