Triple
T10448336
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marriott International |
E246350
|
entity |
| Predicate | hasBrand |
P1500
|
FINISHED |
| Object |
Aloft Hotels
Aloft Hotels is a contemporary, design-focused hotel brand known for its tech-forward amenities and vibrant social spaces, operated under the Marriott International portfolio.
|
E866089
|
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: Aloft Hotels | Statement: [Marriott International, hasBrand, Aloft Hotels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aloft Hotels Context triple: [Marriott International, hasBrand, Aloft Hotels]
-
A.
Aloft
Aloft is a novel by Chang-rae Lee that explores themes of family, identity, and emotional isolation through the perspective of a middle-aged Korean American man on Long Island.
-
B.
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.
-
C.
W Hotels
W Hotels is a global luxury lifestyle hotel chain known for its stylish design, vibrant social scene, and contemporary, boutique-inspired accommodations.
-
D.
Moxy Hotels
Moxy Hotels is a contemporary, millennial-focused hotel brand known for its stylish, playful design and social, tech-savvy guest experience.
-
E.
Hyatt House
Hyatt House is an extended-stay, residential-style hotel brand within the Hyatt Hotels Corporation portfolio, offering apartment-like accommodations with hotel services.
- 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: Aloft Hotels Triple: [Marriott International, hasBrand, Aloft Hotels]
Generated description
Aloft Hotels is a contemporary, design-focused hotel brand known for its tech-forward amenities and vibrant social spaces, operated under the Marriott International portfolio.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aloft Hotels Target entity description: Aloft Hotels is a contemporary, design-focused hotel brand known for its tech-forward amenities and vibrant social spaces, operated under the Marriott International portfolio.
-
A.
Aloft
Aloft is a novel by Chang-rae Lee that explores themes of family, identity, and emotional isolation through the perspective of a middle-aged Korean American man on Long Island.
-
B.
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.
-
C.
W Hotels
W Hotels is a global luxury lifestyle hotel chain known for its stylish design, vibrant social scene, and contemporary, boutique-inspired accommodations.
-
D.
Moxy Hotels
Moxy Hotels is a contemporary, millennial-focused hotel brand known for its stylish, playful design and social, tech-savvy guest experience.
-
E.
Hyatt House
Hyatt House is an extended-stay, residential-style hotel brand within the Hyatt Hotels Corporation portfolio, offering apartment-like accommodations with hotel services.
- 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_69d4fdc10c8081908a3801fe1dea63de |
completed | April 7, 2026, 12:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d89fb27f5081909e78bd8029e65948 |
completed | April 10, 2026, 6:58 a.m. |
| NEDg | Description generation | batch_69d8a43ae8a48190b1c05b6a91dfed9a |
completed | April 10, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8b8fe1b9c8190b5a4787797ad7120 |
completed | April 10, 2026, 8:46 a.m. |
Created at: April 6, 2026, 12:16 p.m.