Triple

T14743612
Position Surface form Disambiguated ID Type / Status
Subject Qmiles E346410 entity
Predicate redemptionChannel P45041 FINISHED
Object Qatar Airways mobile app
The Qatar Airways mobile app is the airline’s official smartphone application that lets users manage bookings, check in, track flights, and access and redeem Privilege Club rewards like Qmiles.
E1116962 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: Qatar Airways mobile app | Statement: [Qmiles, redemptionChannel, Qatar Airways mobile app]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Qatar Airways mobile app
Context triple: [Qmiles, redemptionChannel, Qatar Airways mobile app]
  • A. Qantas mobile app
    The Qantas mobile app is Qantas Airways’ official smartphone application that allows customers to search and book flights, manage bookings, check in, and access digital boarding passes and frequent flyer details.
  • B. Emirates mobile app
    The Emirates mobile app is the official smartphone application of Emirates that lets users search and book flights, manage bookings, check in, access boarding passes, and track and redeem Emirates Skywards miles.
  • C. WestJet mobile app
    The WestJet mobile app is the airline’s official smartphone application that lets travelers book and manage flights, access boarding passes, and handle their WestJet Rewards accounts on the go.
  • D. Qatar Airways
    Qatar Airways is the state-owned flag carrier of Qatar, renowned for its extensive global network and high-end service standards.
  • E. United Airlines mobile app
    The United Airlines mobile app is a smartphone application that allows travelers to search and book flights, manage reservations, check in, access mobile boarding passes, and track flights for United and United Express services.
  • 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: Qatar Airways mobile app
Triple: [Qmiles, redemptionChannel, Qatar Airways mobile app]
Generated description
The Qatar Airways mobile app is the airline’s official smartphone application that lets users manage bookings, check in, track flights, and access and redeem Privilege Club rewards like Qmiles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Qatar Airways mobile app
Target entity description: The Qatar Airways mobile app is the airline’s official smartphone application that lets users manage bookings, check in, track flights, and access and redeem Privilege Club rewards like Qmiles.
  • A. Qantas mobile app
    The Qantas mobile app is Qantas Airways’ official smartphone application that allows customers to search and book flights, manage bookings, check in, and access digital boarding passes and frequent flyer details.
  • B. Emirates mobile app
    The Emirates mobile app is the official smartphone application of Emirates that lets users search and book flights, manage bookings, check in, access boarding passes, and track and redeem Emirates Skywards miles.
  • C. WestJet mobile app
    The WestJet mobile app is the airline’s official smartphone application that lets travelers book and manage flights, access boarding passes, and handle their WestJet Rewards accounts on the go.
  • D. Qatar Airways
    Qatar Airways is the state-owned flag carrier of Qatar, renowned for its extensive global network and high-end service standards.
  • E. United Airlines mobile app
    The United Airlines mobile app is a smartphone application that allows travelers to search and book flights, manage reservations, check in, access mobile boarding passes, and track flights for United and United Express services.
  • 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_69d822e6f1c88190bc494d491a907114 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7367a1c819081082cc355e385fa completed April 14, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb93e94c8190beba605e26d4552c completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fdff025e00819089ad734f74b64f26 completed May 8, 2026, 3:19 p.m.
NED2 Entity disambiguation (via description) batch_69fdff8bdefc8190a4a66c742e1cae83 completed May 8, 2026, 3:21 p.m.
Created at: April 10, 2026, 1:30 a.m.