Triple

T6983978
Position Surface form Disambiguated ID Type / Status
Subject Armani E161915 entity
Predicate hasSubsidiary P254 FINISHED
Object 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.
E632889 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: Armani Hotels & Resorts | Statement: [Armani, hasSubsidiary, Armani Hotels & Resorts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armani Hotels & Resorts
Context triple: [Armani, hasSubsidiary, Armani Hotels & Resorts]
  • 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. Alila Hotels and Resorts
    Alila Hotels and Resorts is a luxury boutique hotel and resort brand known for its design-led properties, immersive local experiences, and strong focus on sustainability and wellness.
  • D. Mandarin Oriental Hotel Group
    Mandarin Oriental Hotel Group is a luxury international hotel and resort operator renowned for its high-end properties, exceptional service, and strong presence in major cities and resort destinations worldwide.
  • E. HUALUXE Hotels and Resorts
    HUALUXE Hotels and Resorts is a luxury hotel brand under InterContinental Hotels Group that focuses on providing high-end accommodations tailored to Chinese culture and business travelers.
  • 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: Armani Hotels & Resorts
Triple: [Armani, hasSubsidiary, Armani Hotels & Resorts]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armani Hotels & Resorts
Target entity description: 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.
  • 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. Alila Hotels and Resorts
    Alila Hotels and Resorts is a luxury boutique hotel and resort brand known for its design-led properties, immersive local experiences, and strong focus on sustainability and wellness.
  • D. Mandarin Oriental Hotel Group
    Mandarin Oriental Hotel Group is a luxury international hotel and resort operator renowned for its high-end properties, exceptional service, and strong presence in major cities and resort destinations worldwide.
  • E. HUALUXE Hotels and Resorts
    HUALUXE Hotels and Resorts is a luxury hotel brand under InterContinental Hotels Group that focuses on providing high-end accommodations tailored to Chinese culture and business travelers.
  • 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_69c68855dc0481909b4c7e9e9ed273db completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6db90e9108190a7aedeef1fb17eb4 completed March 27, 2026, 7:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761c671588190a4e7b5c26cdfe6ba completed March 28, 2026, 5:06 a.m.
NEDg Description generation batch_69c762eaf7f08190b82ff23f2b502762 completed March 28, 2026, 5:11 a.m.
NED2 Entity disambiguation (via description) batch_69c763d604148190a3004ab99c79834f completed March 28, 2026, 5:15 a.m.
Created at: March 27, 2026, 2:31 p.m.