Triple
T10212333
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biltmore Hotel |
E242358
|
entity |
| Predicate | brand |
P1500
|
FINISHED |
| Object |
Millennium Hotels and Resorts
Millennium Hotels and Resorts is an international hotel group operating a portfolio of upscale and luxury properties across key cities worldwide.
|
E849819
|
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: Millennium Hotels and Resorts | Statement: [Biltmore Hotel, brand, Millennium Hotels and Resorts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millennium Hotels and Resorts Context triple: [Biltmore Hotel, brand, Millennium Hotels and Resorts]
-
A.
Joie de Vivre Hotels
Joie de Vivre Hotels is a boutique hotel brand known for its eclectic, locally inspired properties and distinctive, playful design.
-
B.
Omni Hotels & Resorts
Omni Hotels & Resorts is a luxury hotel and resort brand operating upscale properties across North America, known for its full-service amenities and distinctive destination experiences.
-
C.
Regent Hotels & Resorts
Regent Hotels & Resorts is a luxury hotel and resort brand known for its high-end accommodations and premium hospitality experiences worldwide.
-
D.
Kempinski Hotels
Kempinski Hotels is a luxury hotel group founded in Germany, known for operating high-end properties and historic grand hotels across Europe, the Middle East, Africa, and Asia.
-
E.
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.
- 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: Millennium Hotels and Resorts Triple: [Biltmore Hotel, brand, Millennium Hotels and Resorts]
Generated description
Millennium Hotels and Resorts is an international hotel group operating a portfolio of upscale and luxury properties across key cities worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millennium Hotels and Resorts Target entity description: Millennium Hotels and Resorts is an international hotel group operating a portfolio of upscale and luxury properties across key cities worldwide.
-
A.
Joie de Vivre Hotels
Joie de Vivre Hotels is a boutique hotel brand known for its eclectic, locally inspired properties and distinctive, playful design.
-
B.
Omni Hotels & Resorts
Omni Hotels & Resorts is a luxury hotel and resort brand operating upscale properties across North America, known for its full-service amenities and distinctive destination experiences.
-
C.
Regent Hotels & Resorts
Regent Hotels & Resorts is a luxury hotel and resort brand known for its high-end accommodations and premium hospitality experiences worldwide.
-
D.
Kempinski Hotels
Kempinski Hotels is a luxury hotel group founded in Germany, known for operating high-end properties and historic grand hotels across Europe, the Middle East, Africa, and Asia.
-
E.
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.
- 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_69d381ae26c48190985abd0e25ee5d04 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d3aa23bce881909b5deac612ec22cb |
completed | April 6, 2026, 12:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d652e25be88190a6f1763e9e86666a |
completed | April 8, 2026, 1:06 p.m. |
| NEDg | Description generation | batch_69d657818b008190a24170717cff53b9 |
completed | April 8, 2026, 1:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d65835a11c819083d069ab0f644d4c |
completed | April 8, 2026, 1:29 p.m. |
Created at: April 6, 2026, 11:02 a.m.