Triple

T12133454
Position Surface form Disambiguated ID Type / Status
Subject Marcus Corporation E288990 entity
Predicate subsidiary P258 FINISHED
Object Marcus Hotels & Resorts
Marcus Hotels & Resorts is a hotel and resort management company in the United States known for operating a portfolio of upscale and luxury properties, including historic and boutique hotels.
E963999 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: Marcus Hotels & Resorts | Statement: [Marcus Corporation, subsidiary, Marcus Hotels & Resorts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcus Hotels & Resorts
Context triple: [Marcus Corporation, subsidiary, Marcus Hotels & Resorts]
  • A. Regent Hotels & Resorts
    Regent Hotels & Resorts is a luxury hotel and resort brand known for its high-end accommodations and premium hospitality experiences worldwide.
  • B. Paramount Hotels & Resorts
    Paramount Hotels & Resorts is a luxury hospitality brand inspired by Hollywood and cinematic experiences, operating themed hotels and resorts in major international destinations.
  • C. InnVest Hotels
    InnVest Hotels is a major Canadian hotel investment and management company that owns and operates a large portfolio of hotel properties across the country.
  • D. 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.
  • E. AC Hotels
    AC Hotels is a design-focused, European-inspired hotel brand within the Marriott International portfolio, known for its minimalist style and urban, lifestyle-oriented properties.
  • 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: Marcus Hotels & Resorts
Triple: [Marcus Corporation, subsidiary, Marcus Hotels & Resorts]
Generated description
Marcus Hotels & Resorts is a hotel and resort management company in the United States known for operating a portfolio of upscale and luxury properties, including historic and boutique hotels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcus Hotels & Resorts
Target entity description: Marcus Hotels & Resorts is a hotel and resort management company in the United States known for operating a portfolio of upscale and luxury properties, including historic and boutique hotels.
  • A. Regent Hotels & Resorts
    Regent Hotels & Resorts is a luxury hotel and resort brand known for its high-end accommodations and premium hospitality experiences worldwide.
  • B. Paramount Hotels & Resorts
    Paramount Hotels & Resorts is a luxury hospitality brand inspired by Hollywood and cinematic experiences, operating themed hotels and resorts in major international destinations.
  • C. InnVest Hotels
    InnVest Hotels is a major Canadian hotel investment and management company that owns and operates a large portfolio of hotel properties across the country.
  • D. 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.
  • E. AC Hotels
    AC Hotels is a design-focused, European-inspired hotel brand within the Marriott International portfolio, known for its minimalist style and urban, lifestyle-oriented properties.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158c59e0819094d4522a107482b2 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f68c8ee081908a0331805f62cb0d completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fed2d57881908103ce89a365cdd4 completed May 2, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69f600bcaf288190b6204f985d3be638 completed May 2, 2026, 1:48 p.m.
Created at: April 8, 2026, 9:49 p.m.