Triple

T14435885
Position Surface form Disambiguated ID Type / Status
Subject Marriott Bonvoy E357959 entity
Predicate formerName P65 FINISHED
Object Starwood Preferred Guest
Starwood Preferred Guest was a popular hotel loyalty program from Starwood Hotels & Resorts that offered points, elite status tiers, and redemption options across brands like Sheraton, Westin, and W Hotels before being merged into Marriott Bonvoy.
E764049 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: Starwood Preferred Guest | Statement: [Marriott Bonvoy, formerName, Starwood Preferred Guest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Starwood Preferred Guest
Context triple: [Marriott Bonvoy, formerName, Starwood Preferred Guest]
  • A. 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.
  • B. 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.
  • C. IHG One Rewards
    IHG One Rewards is the global loyalty program of IHG Hotels & Resorts, offering members points, elite status tiers, and benefits across brands like Holiday Inn, InterContinental, and Crowne Plaza.
  • D. Starwood Hotels & Resorts
    Starwood Hotels & Resorts was a major American hotel and leisure company that operated numerous upscale and luxury hotel brands worldwide before being acquired by Marriott International.
  • E. Caesars Rewards
    Caesars Rewards is a customer loyalty program offering tiered benefits, comps, and exclusive perks to patrons of Caesars Entertainment casinos, hotels, and resorts.
  • 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: Starwood Preferred Guest
Triple: [Marriott Bonvoy, formerName, Starwood Preferred Guest]
Generated description
Starwood Preferred Guest was a popular hotel loyalty program from Starwood Hotels & Resorts that offered points, elite status tiers, and redemption options across brands like Sheraton, Westin, and W Hotels before being merged into Marriott Bonvoy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Starwood Preferred Guest
Target entity description: Starwood Preferred Guest was a popular hotel loyalty program from Starwood Hotels & Resorts that offered points, elite status tiers, and redemption options across brands like Sheraton, Westin, and W Hotels before being merged into Marriott Bonvoy.
  • A. 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.
  • B. 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.
  • C. IHG One Rewards
    IHG One Rewards is the global loyalty program of IHG Hotels & Resorts, offering members points, elite status tiers, and benefits across brands like Holiday Inn, InterContinental, and Crowne Plaza.
  • D. Starwood Hotels & Resorts chosen
    Starwood Hotels & Resorts was a major American hotel and leisure company that operated numerous upscale and luxury hotel brands worldwide before being acquired by Marriott International.
  • E. Caesars Rewards
    Caesars Rewards is a customer loyalty program offering tiered benefits, comps, and exclusive perks to patrons of Caesars Entertainment casinos, hotels, and resorts.
  • F. None of above.

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.