Triple

T14435891
Position Surface form Disambiguated ID Type / Status
Subject Marriott Bonvoy E357959 entity
Predicate hasPart P35 FINISHED
Object Marriott Bonvoy Gold Elite
Marriott Bonvoy Gold Elite is a mid-tier loyalty status in Marriott’s rewards program that offers members enhanced benefits such as bonus points, room upgrades when available, and late checkout.
 E1100844 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 Gold Elite | Statement: [Marriott Bonvoy, hasPart, Marriott Bonvoy Gold Elite]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marriott Bonvoy Gold Elite
Context triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Gold Elite]
  • A. 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.
  • B. Marriott Bonvoy Member tier
    The Marriott Bonvoy Member tier is the entry-level status in Marriott’s loyalty program, offering basic benefits such as points earning and access to member-only rates.
  • C. 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.
  • D. Hilton HHonors program
    The Hilton HHonors program (now Hilton Honors) is Hilton Worldwide’s guest loyalty program that rewards frequent hotel guests with points redeemable for free nights, upgrades, and other travel benefits across its global portfolio of brands.
  • E. Delta SkyMiles Diamond Medallion
    Delta SkyMiles Diamond Medallion is Delta Air Lines’ highest published frequent flyer elite tier, offering extensive travel benefits such as complimentary upgrades, fee waivers, priority services, and enhanced mileage earning.
  • 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 Gold Elite
Triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Gold Elite]
Generated description
Marriott Bonvoy Gold Elite is a mid-tier loyalty status in Marriott’s rewards program that offers members enhanced benefits such as bonus points, room upgrades when available, and late checkout.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marriott Bonvoy Gold Elite
Target entity description: Marriott Bonvoy Gold Elite is a mid-tier loyalty status in Marriott’s rewards program that offers members enhanced benefits such as bonus points, room upgrades when available, and late checkout.
  • A. 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.
  • B. Marriott Bonvoy Member tier
    The Marriott Bonvoy Member tier is the entry-level status in Marriott’s loyalty program, offering basic benefits such as points earning and access to member-only rates.
  • C. 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.
  • D. Hilton HHonors program
    The Hilton HHonors program (now Hilton Honors) is Hilton Worldwide’s guest loyalty program that rewards frequent hotel guests with points redeemable for free nights, upgrades, and other travel benefits across its global portfolio of brands.
  • E. Delta SkyMiles Diamond Medallion
    Delta SkyMiles Diamond Medallion is Delta Air Lines’ highest published frequent flyer elite tier, offering extensive travel benefits such as complimentary upgrades, fee waivers, priority services, and enhanced mileage earning.
  • 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_69fd648b8f348190be11645b371b4102 completed May 8, 2026, 4:20 a.m.
NEDg Description generation batch_69fd66952aa08190b10ef03dd85413ae completed May 8, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_69fd66f535288190a05acc74844bdbc9 completed May 8, 2026, 4:30 a.m.
Created at: April 10, 2026, 1:18 a.m.