Triple
T14435890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marriott Bonvoy |
E357959
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
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.
|
E1098469
|
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 Silver Elite | Statement: [Marriott Bonvoy, hasPart, Marriott Bonvoy Silver Elite]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marriott Bonvoy Silver Elite Context triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Silver Elite]
-
A.
United MileagePlus Premier Silver
United MileagePlus Premier Silver is United Airlines’ entry-level elite frequent flyer status, offering basic priority services, complimentary upgrades when available, and limited fee waivers and mileage bonuses.
-
B.
SkyMiles Medallion tier
SkyMiles Medallion tier is Delta Air Lines’ elite frequent flyer status level system that offers escalating travel benefits such as priority services, complimentary upgrades, and fee waivers based on a member’s flying activity.
-
C.
United MileagePlus Premier Gold
United MileagePlus Premier Gold is a mid-tier elite status in United Airlines’ frequent flyer program that offers benefits like complimentary upgrades, priority services, extra baggage allowance, and Star Alliance Gold recognition when flying on United and partner airlines.
-
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 Silver Medallion
Delta SkyMiles Silver Medallion is Delta Air Lines’ entry-level elite frequent flyer status, offering basic priority services and modest travel benefits within the SkyMiles loyalty program.
- 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 Silver Elite Triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Silver Elite]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marriott Bonvoy Silver Elite Target entity description: 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.
-
A.
United MileagePlus Premier Silver
United MileagePlus Premier Silver is United Airlines’ entry-level elite frequent flyer status, offering basic priority services, complimentary upgrades when available, and limited fee waivers and mileage bonuses.
-
B.
SkyMiles Medallion tier
SkyMiles Medallion tier is Delta Air Lines’ elite frequent flyer status level system that offers escalating travel benefits such as priority services, complimentary upgrades, and fee waivers based on a member’s flying activity.
-
C.
United MileagePlus Premier Gold
United MileagePlus Premier Gold is a mid-tier elite status in United Airlines’ frequent flyer program that offers benefits like complimentary upgrades, priority services, extra baggage allowance, and Star Alliance Gold recognition when flying on United and partner airlines.
-
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 Silver Medallion
Delta SkyMiles Silver Medallion is Delta Air Lines’ entry-level elite frequent flyer status, offering basic priority services and modest travel benefits within the SkyMiles loyalty program.
- 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_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.