Triple

T12219830
Position Surface form Disambiguated ID Type / Status
Subject Tom Kempinski E291183 entity
Predicate familyName P18 FINISHED
Object Kempinski
Kempinski is a luxury hotel and hospitality brand known for operating high-end properties 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: [Tom Kempinski, familyName, Kempinski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kempinski
Context triple: [Tom Kempinski, familyName, 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: [Tom Kempinski, familyName, Kempinski]
Generated description
Kempinski is a luxury hotel and hospitality brand known for operating high-end properties worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kempinski
Target entity description: Kempinski is a luxury hotel and hospitality brand known for operating high-end properties 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c951f5881908db6edfda1153d6f completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60aa4f4388190a787dde12190c51a completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bdca250819090b4b4cc84d343f4 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60cd1668881908f43d895fcfba0aa completed May 2, 2026, 2:40 p.m.
Created at: April 8, 2026, 9:51 p.m.