Triple
T14435894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marriott Bonvoy |
E357959
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Marriott Bonvoy Ambassador Elite
Marriott Bonvoy Ambassador Elite is the highest tier of Marriott’s loyalty program, offering personalized ambassador service, enhanced upgrades, and exclusive benefits to its most frequent and high-spending guests.
|
E1107319
|
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 Ambassador Elite | Statement: [Marriott Bonvoy, hasPart, Marriott Bonvoy Ambassador Elite]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marriott Bonvoy Ambassador Elite Context triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Ambassador Elite]
-
A.
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.
-
B.
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.
-
C.
Marriott Bonvoy Titanium Elite
Marriott Bonvoy Titanium Elite is a high-tier elite status level in Marriott’s loyalty program that offers enhanced benefits such as bonus points, room upgrades, late checkout, and other premium perks for frequent travelers.
-
D.
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.
-
E.
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.
- 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 Ambassador Elite Triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Ambassador Elite]
Generated description
Marriott Bonvoy Ambassador Elite is the highest tier of Marriott’s loyalty program, offering personalized ambassador service, enhanced upgrades, and exclusive benefits to its most frequent and high-spending guests.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marriott Bonvoy Ambassador Elite Target entity description: Marriott Bonvoy Ambassador Elite is the highest tier of Marriott’s loyalty program, offering personalized ambassador service, enhanced upgrades, and exclusive benefits to its most frequent and high-spending guests.
-
A.
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.
-
B.
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.
-
C.
Marriott Bonvoy Titanium Elite
Marriott Bonvoy Titanium Elite is a high-tier elite status level in Marriott’s loyalty program that offers enhanced benefits such as bonus points, room upgrades, late checkout, and other premium perks for frequent travelers.
-
D.
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.
-
E.
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.
- 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_69fd8aa904c08190b33796b832aa100f |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8c9564a08190bfacd7ba9cadb6b6 |
completed | May 8, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8d1414f88190b6cea5a7106f1c3c |
completed | May 8, 2026, 7:13 a.m. |
Created at: April 10, 2026, 1:18 a.m.