Triple
T10448346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marriott International |
E246350
|
entity |
| Predicate | hasBrand |
P1500
|
FINISHED |
| Object |
Delta Hotels
Delta Hotels is a North American hotel brand offering upscale, business-focused accommodations and services as part of the Marriott International portfolio.
|
E863247
|
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: Delta Hotels | Statement: [Marriott International, hasBrand, Delta Hotels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Delta Hotels Context triple: [Marriott International, hasBrand, Delta Hotels]
-
A.
U Hotels
U Hotels is a hotel brand operated by the Fattal Hotel Group, offering contemporary accommodations and hospitality services.
-
B.
Grand America Hotels & Resorts
Grand America Hotels & Resorts is a luxury hotel and resort company in the United States known for operating upscale properties such as The Grand America Hotel in Salt Lake City.
-
C.
Kimpton Hotels
Kimpton Hotels is a boutique hotel chain known for its stylish, design-focused properties and personalized guest experiences, primarily operating in urban locations across the United States and beyond.
-
D.
InnVest Hotels
InnVest Hotels is a major Canadian hotel investment and management company that owns and operates a large portfolio of hotel properties across the country.
-
E.
Regent Hotels & Resorts
Regent Hotels & Resorts is a luxury hotel and resort brand known for its high-end accommodations and premium hospitality experiences worldwide.
- 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: Delta Hotels Triple: [Marriott International, hasBrand, Delta Hotels]
Generated description
Delta Hotels is a North American hotel brand offering upscale, business-focused accommodations and services as part of the Marriott International portfolio.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Delta Hotels Target entity description: Delta Hotels is a North American hotel brand offering upscale, business-focused accommodations and services as part of the Marriott International portfolio.
-
A.
U Hotels
U Hotels is a hotel brand operated by the Fattal Hotel Group, offering contemporary accommodations and hospitality services.
-
B.
Grand America Hotels & Resorts
Grand America Hotels & Resorts is a luxury hotel and resort company in the United States known for operating upscale properties such as The Grand America Hotel in Salt Lake City.
-
C.
Kimpton Hotels
Kimpton Hotels is a boutique hotel chain known for its stylish, design-focused properties and personalized guest experiences, primarily operating in urban locations across the United States and beyond.
-
D.
InnVest Hotels
InnVest Hotels is a major Canadian hotel investment and management company that owns and operates a large portfolio of hotel properties across the country.
-
E.
Regent Hotels & Resorts
Regent Hotels & Resorts is a luxury hotel and resort brand known for its high-end accommodations and premium hospitality experiences worldwide.
- 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_69d381c04fe08190957c26c526a3b05a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4fe083cd881909d2d8ad75d1d94cb |
completed | April 7, 2026, 12:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d87ef4e0dc81908d7cf0f2b6f4cd98 |
completed | April 10, 2026, 4:39 a.m. |
| NEDg | Description generation | batch_69d886c3fdcc8190a67a7f7788b8a2e8 |
completed | April 10, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d88dce21448190b093b4f548e29f84 |
completed | April 10, 2026, 5:42 a.m. |
Created at: April 6, 2026, 12:16 p.m.