Triple
T14435895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marriott Bonvoy |
E357959
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
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.
|
E1098470
|
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 Member tier | Statement: [Marriott Bonvoy, hasPart, Marriott Bonvoy Member tier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marriott Bonvoy Member tier Context triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Member tier]
-
A.
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.
-
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.
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.
-
D.
Delta Medallion Status
Delta Medallion Status is Delta Air Lines’ frequent flyer elite program that offers tiered benefits such as priority services, complimentary upgrades, and mileage bonuses based on a member’s travel activity.
-
E.
Delta SkyMiles Gold Medallion
Delta SkyMiles Gold Medallion is a mid-tier elite status in Delta Air Lines’ frequent flyer program that offers travelers benefits such as complimentary upgrades, priority services, and bonus miles.
- 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 Member tier Triple: [Marriott Bonvoy, hasPart, Marriott Bonvoy Member tier]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marriott Bonvoy Member tier Target entity description: 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.
-
A.
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.
-
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.
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.
-
D.
Delta Medallion Status
Delta Medallion Status is Delta Air Lines’ frequent flyer elite program that offers tiered benefits such as priority services, complimentary upgrades, and mileage bonuses based on a member’s travel activity.
-
E.
Delta SkyMiles Gold Medallion
Delta SkyMiles Gold Medallion is a mid-tier elite status in Delta Air Lines’ frequent flyer program that offers travelers benefits such as complimentary upgrades, priority services, and bonus miles.
- 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.