Triple

T17334246
Position Surface form Disambiguated ID Type / Status
Subject Fréquence Plus E420892 entity
Predicate successorOperator P5677 FINISHED
Object Air France–KLM through Flying Blue
Air France–KLM through Flying Blue is the joint frequent-flyer program of the Air France–KLM airline group, offering mileage accrual and redemption across its network and partner airlines.
 E1263155 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: Air France–KLM through Flying Blue | Statement: [Fréquence Plus, successorOperator, Air France–KLM through Flying Blue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Air France–KLM through Flying Blue
Context triple: [Fréquence Plus, successorOperator, Air France–KLM through Flying Blue]
  • A. Air France Flying Blue Explorer
    Air France Flying Blue Explorer is the entry-level tier of Air France–KLM’s frequent flyer program, offering basic mileage earning and member benefits.
  • B. 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.
  • C. 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.
  • D. Brussels Airlines Miles & More Senator
    Brussels Airlines Miles & More Senator is a frequent flyer elite tier that grants Star Alliance Gold-level benefits such as priority services, extra baggage, and lounge access across the alliance network.
  • E. Lufthansa Miles & More Frequent Traveller
    Lufthansa Miles & More Frequent Traveller is an entry-level elite status tier in Lufthansa’s frequent flyer program that offers travelers basic premium benefits such as priority services and mileage bonuses.
  • 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: Air France–KLM through Flying Blue
Triple: [Fréquence Plus, successorOperator, Air France–KLM through Flying Blue]
Generated description
Air France–KLM through Flying Blue is the joint frequent-flyer program of the Air France–KLM airline group, offering mileage accrual and redemption across its network and partner airlines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Air France–KLM through Flying Blue
Target entity description: Air France–KLM through Flying Blue is the joint frequent-flyer program of the Air France–KLM airline group, offering mileage accrual and redemption across its network and partner airlines.
  • A. Air France Flying Blue Explorer
    Air France Flying Blue Explorer is the entry-level tier of Air France–KLM’s frequent flyer program, offering basic mileage earning and member benefits.
  • B. 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.
  • C. 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.
  • D. Brussels Airlines Miles & More Senator
    Brussels Airlines Miles & More Senator is a frequent flyer elite tier that grants Star Alliance Gold-level benefits such as priority services, extra baggage, and lounge access across the alliance network.
  • E. Lufthansa Miles & More Frequent Traveller
    Lufthansa Miles & More Frequent Traveller is an entry-level elite status tier in Lufthansa’s frequent flyer program that offers travelers basic premium benefits such as priority services and mileage bonuses.
  • 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_69d889d3adc881909319f1edb8d2a956 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a106df48190a50f96febc13cde7 completed April 19, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a018c5205088190aa724873c6296b1e completed May 11, 2026, 7:59 a.m.
NEDg Description generation batch_6a018ed527708190afceae5aaa98c8d5 completed May 11, 2026, 8:09 a.m.
NED2 Entity disambiguation (via description) batch_6a018f694d2c8190a64ca94f74d31155 completed May 11, 2026, 8:12 a.m.
Created at: April 10, 2026, 5:43 a.m.