Triple

T10320504
Position Surface form Disambiguated ID Type / Status
Subject W Hotels E242123 entity
Predicate parentBrandPortfolio P48668 FINISHED
Object Marriott Bonvoy E357959 NE FINISHED

How this triple was built (3 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 | Statement: [W Hotels, parentBrandPortfolio, Marriott Bonvoy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marriott Bonvoy
Context triple: [W Hotels, parentBrandPortfolio, Marriott Bonvoy]
  • A. Marriott Bonvoy chosen
    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. 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.
  • C. Marriott International
    Marriott International is a global hospitality company that owns, manages, and franchises a wide portfolio of hotel and lodging brands worldwide.
  • D. IHG Hotels & Resorts
    IHG Hotels & Resorts is a global hospitality company that owns, manages, and franchises a wide portfolio of hotel brands ranging from luxury to budget accommodations.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: parentBrandPortfolio
Context triple: [W Hotels, parentBrandPortfolio, Marriott Bonvoy]
  • A. parentBrand
    Indicates that one brand is the overarching or owning brand from which another brand is derived or subordinated.
  • B. associatedBrandCollection chosen
    Indicates a relationship where one or more brands are grouped or linked together as part of a specific collection.
  • C. relatedBrand
    Indicates a relationship where one brand is associated with, connected to, or otherwise related to another brand.
  • D. associatedBrandCategory
    Indicates that a brand is linked to or classified under a particular product or service category.
  • E. allianceBrandOf
    Indicates a relationship where one brand is part of, or operates under, a broader alliance or group brand.
  • F. None of above.

Provenance (4 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_69d381ac38808190a8ca7457c85b625b completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d7ccb7ec8190a538cf279e48116e completed April 7, 2026, 10:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71d94aba48190aa40201d46f7ba2f completed April 9, 2026, 3:31 a.m.
PD Predicate disambiguation batch_69d4d1f64a648190a79980d647898eb0 completed April 7, 2026, 9:44 a.m.
Created at: April 6, 2026, 11:50 a.m.