Triple
T15582430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deborah Berke |
E374532
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
21c Museum Hotels (various locations)
21c Museum Hotels is a boutique hotel chain that combines contemporary art museums with luxury accommodations across multiple U.S. cities.
|
E1165612
|
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: 21c Museum Hotels (various locations) | Statement: [Deborah Berke, notableWork, 21c Museum Hotels (various locations)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 21c Museum Hotels (various locations) Context triple: [Deborah Berke, notableWork, 21c Museum Hotels (various locations)]
-
A.
Curio Collection by Hilton
Curio Collection by Hilton is a global portfolio of upscale, individually styled hotels and resorts that retain their unique character while being part of Hilton’s soft-branded collection.
-
B.
Ace Hotel
Ace Hotel is a boutique hotel chain known for its hip, design-focused properties that cater to creative, urban travelers.
-
C.
Renaissance Hotels
Renaissance Hotels is an upscale, design-focused hotel brand within the Marriott portfolio, known for stylish accommodations and locally inspired guest experiences in major cities and destinations worldwide.
-
D.
Joie de Vivre Hotels
Joie de Vivre Hotels is a boutique hotel brand known for its eclectic, locally inspired properties and distinctive, playful design.
-
E.
Moxy Hotels
Moxy Hotels is a contemporary, millennial-focused hotel brand known for its stylish, playful design and social, tech-savvy guest experience.
- 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: 21c Museum Hotels (various locations) Triple: [Deborah Berke, notableWork, 21c Museum Hotels (various locations)]
Generated description
21c Museum Hotels is a boutique hotel chain that combines contemporary art museums with luxury accommodations across multiple U.S. cities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 21c Museum Hotels (various locations) Target entity description: 21c Museum Hotels is a boutique hotel chain that combines contemporary art museums with luxury accommodations across multiple U.S. cities.
-
A.
Curio Collection by Hilton
Curio Collection by Hilton is a global portfolio of upscale, individually styled hotels and resorts that retain their unique character while being part of Hilton’s soft-branded collection.
-
B.
Ace Hotel
Ace Hotel is a boutique hotel chain known for its hip, design-focused properties that cater to creative, urban travelers.
-
C.
Renaissance Hotels
Renaissance Hotels is an upscale, design-focused hotel brand within the Marriott portfolio, known for stylish accommodations and locally inspired guest experiences in major cities and destinations worldwide.
-
D.
Joie de Vivre Hotels
Joie de Vivre Hotels is a boutique hotel brand known for its eclectic, locally inspired properties and distinctive, playful design.
-
E.
Moxy Hotels
Moxy Hotels is a contemporary, millennial-focused hotel brand known for its stylish, playful design and social, tech-savvy guest experience.
- 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_69d85ccd575081908909b71a3f3e3a61 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e45ee3c8190a6aee06a5805ca39 |
completed | April 16, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff4c4f71e48190a15eb0a2138f083f |
completed | May 9, 2026, 3:01 p.m. |
| NEDg | Description generation | batch_69ff4fb2522481909fa66c2e1fac23bf |
completed | May 9, 2026, 3:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff5238f0e88190b280942022480c12 |
completed | May 9, 2026, 3:26 p.m. |
Created at: April 10, 2026, 4:11 a.m.