Triple
T10448337
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marriott International |
E246350
|
entity |
| Predicate | hasBrand |
P1500
|
FINISHED |
| Object |
AC Hotels
AC Hotels is a design-focused, European-inspired hotel brand within the Marriott International portfolio, known for its minimalist style and urban, lifestyle-oriented properties.
|
E866621
|
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: AC Hotels | Statement: [Marriott International, hasBrand, AC Hotels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AC Hotels Context triple: [Marriott International, hasBrand, AC Hotels]
-
A.
U Hotels
U Hotels is a hotel brand operated by the Fattal Hotel Group, offering contemporary accommodations and hospitality services.
-
B.
W Hotels
W Hotels is a global luxury lifestyle hotel chain known for its stylish design, vibrant social scene, and contemporary, boutique-inspired accommodations.
-
C.
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.
-
D.
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.
-
E.
Delta Hotels
Delta Hotels is a North American hotel brand offering upscale, business-focused accommodations and services as part of the Marriott International portfolio.
- 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: AC Hotels Triple: [Marriott International, hasBrand, AC Hotels]
Generated description
AC Hotels is a design-focused, European-inspired hotel brand within the Marriott International portfolio, known for its minimalist style and urban, lifestyle-oriented properties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AC Hotels Target entity description: AC Hotels is a design-focused, European-inspired hotel brand within the Marriott International portfolio, known for its minimalist style and urban, lifestyle-oriented properties.
-
A.
U Hotels
U Hotels is a hotel brand operated by the Fattal Hotel Group, offering contemporary accommodations and hospitality services.
-
B.
W Hotels
W Hotels is a global luxury lifestyle hotel chain known for its stylish design, vibrant social scene, and contemporary, boutique-inspired accommodations.
-
C.
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.
-
D.
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.
-
E.
Delta Hotels
Delta Hotels is a North American hotel brand offering upscale, business-focused accommodations and services as part of the Marriott International portfolio.
- 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_69d8dc43e53081909e14cfe295d17cb2 |
completed | April 10, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_69d8e8c683608190aa4333ed38e79f53 |
completed | April 10, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d901c7684c8190837ed9ef0c2428af |
completed | April 10, 2026, 1:57 p.m. |
Created at: April 6, 2026, 12:16 p.m.