Triple
T13100179
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kempinski Hotels |
E310697
|
entity |
| Predicate | hasBrand |
P1500
|
FINISHED |
| Object |
Kempinski
Kempinski is a luxury hotel brand known for its upscale properties and personalized service in prime locations worldwide.
|
E310697
|
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: Kempinski | Statement: [Kempinski Hotels, hasBrand, Kempinski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kempinski Context triple: [Kempinski Hotels, hasBrand, Kempinski]
-
A.
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.
-
B.
Steigenberger Hotels & Resorts
Steigenberger Hotels & Resorts is a German luxury hotel brand known for its upscale properties and refined European hospitality across key international destinations.
-
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.
Armani Hotels & Resorts
Armani Hotels & Resorts is a luxury hospitality brand that operates high-end, design-focused hotels and resorts created in collaboration with fashion designer Giorgio Armani.
-
E.
Le Méridien
Le Méridien is an upscale, design-focused international hotel brand known for its European flair and emphasis on art, culture, and contemporary hospitality experiences.
- 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: Kempinski Triple: [Kempinski Hotels, hasBrand, Kempinski]
Generated description
Kempinski is a luxury hotel brand known for its upscale properties and personalized service in prime locations worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kempinski Target entity description: Kempinski is a luxury hotel brand known for its upscale properties and personalized service in prime locations worldwide.
-
A.
Kempinski Hotels
chosen
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.
-
B.
Steigenberger Hotels & Resorts
Steigenberger Hotels & Resorts is a German luxury hotel brand known for its upscale properties and refined European hospitality across key international destinations.
-
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.
Armani Hotels & Resorts
Armani Hotels & Resorts is a luxury hospitality brand that operates high-end, design-focused hotels and resorts created in collaboration with fashion designer Giorgio Armani.
-
E.
Le Méridien
Le Méridien is an upscale, design-focused international hotel brand known for its European flair and emphasis on art, culture, and contemporary hospitality experiences.
- F. None of above.
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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d981515d488190908d3cca1b84a42d |
completed | April 10, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d61bcfe88190866b4330d1669602 |
completed | May 3, 2026, 4:59 a.m. |
| NEDg | Description generation | batch_69f6d98988308190b82c7e7a15428af2 |
completed | May 3, 2026, 5:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6da5b7098819092feb7064d5e7755 |
completed | May 3, 2026, 5:17 a.m. |
Created at: April 9, 2026, 9:04 p.m.