Triple

T14435890
Position Surface form Disambiguated ID Type / Status
Subject Marriott Bonvoy E357959 entity
Predicate hasPart P35 FINISHED
Object Marriott Bonvoy Silver Elite
Marriott Bonvoy Silver Elite is the entry-level elite tier in Marriott’s loyalty program, offering members modest perks such as bonus points, priority late checkout, and enhanced recognition compared to basic membership.
E1098469 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: Marriott Bonvoy Silver Elite | Statement: [Marriott Bonvoy, hasPart, Marriott Bonvoy Silver Elite]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marriott Bonvoy Silver Elite
Context triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Silver Elite]
  • A. United MileagePlus Premier Silver
    United MileagePlus Premier Silver is United Airlines’ entry-level elite frequent flyer status, offering basic priority services, complimentary upgrades when available, and limited fee waivers and mileage bonuses.
  • B. SkyMiles Medallion tier
    SkyMiles Medallion tier is Delta Air Lines’ elite frequent flyer status level system that offers escalating travel benefits such as priority services, complimentary upgrades, and fee waivers based on a member’s flying activity.
  • C. United MileagePlus Premier Gold
    United MileagePlus Premier Gold is a mid-tier elite status in United Airlines’ frequent flyer program that offers benefits like complimentary upgrades, priority services, extra baggage allowance, and Star Alliance Gold recognition when flying on United and partner airlines.
  • D. Marriott Bonvoy
    Marriott Bonvoy is a global hotel loyalty program by Marriott International that rewards members with points, elite status, and benefits across a wide portfolio of hotel brands and properties.
  • E. Delta SkyMiles Silver Medallion
    Delta SkyMiles Silver Medallion is Delta Air Lines’ entry-level elite frequent flyer status, offering basic priority services and modest travel benefits within the SkyMiles loyalty program.
  • 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: Marriott Bonvoy Silver Elite
Triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Silver Elite]
Generated description
Marriott Bonvoy Silver Elite is the entry-level elite tier in Marriott’s loyalty program, offering members modest perks such as bonus points, priority late checkout, and enhanced recognition compared to basic membership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marriott Bonvoy Silver Elite
Target entity description: Marriott Bonvoy Silver Elite is the entry-level elite tier in Marriott’s loyalty program, offering members modest perks such as bonus points, priority late checkout, and enhanced recognition compared to basic membership.
  • A. United MileagePlus Premier Silver
    United MileagePlus Premier Silver is United Airlines’ entry-level elite frequent flyer status, offering basic priority services, complimentary upgrades when available, and limited fee waivers and mileage bonuses.
  • B. SkyMiles Medallion tier
    SkyMiles Medallion tier is Delta Air Lines’ elite frequent flyer status level system that offers escalating travel benefits such as priority services, complimentary upgrades, and fee waivers based on a member’s flying activity.
  • C. United MileagePlus Premier Gold
    United MileagePlus Premier Gold is a mid-tier elite status in United Airlines’ frequent flyer program that offers benefits like complimentary upgrades, priority services, extra baggage allowance, and Star Alliance Gold recognition when flying on United and partner airlines.
  • D. Marriott Bonvoy
    Marriott Bonvoy is a global hotel loyalty program by Marriott International that rewards members with points, elite status, and benefits across a wide portfolio of hotel brands and properties.
  • E. Delta SkyMiles Silver Medallion
    Delta SkyMiles Silver Medallion is Delta Air Lines’ entry-level elite frequent flyer status, offering basic priority services and modest travel benefits within the SkyMiles loyalty program.
  • 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_69d8279402a88190821ffa39ae15bccf completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9148cf4481909082cc91b2f76218 completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bd5b1d08190a89e6f004a94b361 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5ca8e36c8190873d0e2a82f62623 completed May 8, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69fd5d46d974819085a43c51b414ff9a completed May 8, 2026, 3:49 a.m.
Created at: April 10, 2026, 1:18 a.m.