Triple

T14435892

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marriott Bonvoy	`E357959`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Marriott Bonvoy Platinum Elite Marriott Bonvoy Platinum Elite is a mid-to-high tier status level in Marriott’s loyalty program that offers frequent guests enhanced benefits such as room upgrades, bonus points, late checkout, and other premium perks.	`E1102648`	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 Platinum Elite | Statement: [Marriott Bonvoy, hasPart, Marriott Bonvoy Platinum Elite]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Marriott Bonvoy Platinum Elite
Context triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Platinum Elite]

A. 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.
B. 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.
C. 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.
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 Platinum Medallion
Delta SkyMiles Platinum Medallion is a high-tier frequent flyer status in Delta Air Lines’ loyalty program that offers 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 Platinum Elite
Triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Platinum Elite]

Generated description

Marriott Bonvoy Platinum Elite is a mid-to-high tier status level in Marriott’s loyalty program that offers frequent guests enhanced benefits such as room upgrades, bonus points, late checkout, and other premium perks.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Marriott Bonvoy Platinum Elite
Target entity description: Marriott Bonvoy Platinum Elite is a mid-to-high tier status level in Marriott’s loyalty program that offers frequent guests enhanced benefits such as room upgrades, bonus points, late checkout, and other premium perks.

A. 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.
B. 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.
C. 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.
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 Platinum Medallion
Delta SkyMiles Platinum Medallion is a high-tier frequent flyer status in Delta Air Lines’ loyalty program that offers 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_69fd6d84fd888190b05dcf9191bae337`	completed	May 8, 2026, 4:58 a.m.
NEDg	Description generation	`batch_69fd6e354c1081909afcc848ee50e5b7`	completed	May 8, 2026, 5:01 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd6ee08c848190862c3ad1ef41609b`	completed	May 8, 2026, 5:04 a.m.

Created at: April 10, 2026, 1:18 a.m.