Triple

T17992037
Position Surface form Disambiguated ID Type / Status
Subject Oberoi Hotels & Resorts E430395 entity
Predicate brand P1500 FINISHED
Object Trident Hotels
Trident Hotels is a premium hotel chain in India known for its upscale accommodations and service, operated under the Oberoi Group.
E1300452 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: Trident Hotels | Statement: [Oberoi Hotels & Resorts, brand, Trident Hotels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trident Hotels
Context triple: [Oberoi Hotels & Resorts, brand, Trident 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. Hilton Hotels Corporation
    Hilton Hotels Corporation is a major American multinational hospitality company known for its global network of hotels and resorts across a wide range of market segments.
  • C. 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.
  • D. Hyatt Hotels Corporation
    Hyatt Hotels Corporation is a global hospitality company that owns, manages, and franchises a portfolio of upscale and luxury hotels, resorts, and vacation properties under multiple brand names.
  • E. 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.
  • 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: Trident Hotels
Triple: [Oberoi Hotels & Resorts, brand, Trident Hotels]
Generated description
Trident Hotels is a premium hotel chain in India known for its upscale accommodations and service, operated under the Oberoi Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trident Hotels
Target entity description: Trident Hotels is a premium hotel chain in India known for its upscale accommodations and service, operated under the Oberoi Group.
  • 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. Hilton Hotels Corporation
    Hilton Hotels Corporation is a major American multinational hospitality company known for its global network of hotels and resorts across a wide range of market segments.
  • C. 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.
  • D. Hyatt Hotels Corporation
    Hyatt Hotels Corporation is a global hospitality company that owns, manages, and franchises a portfolio of upscale and luxury hotels, resorts, and vacation properties under multiple brand names.
  • E. 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.
  • 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_69d8b90364248190a37381adea932f42 completed April 10, 2026, 8:46 a.m.
NER Named-entity recognition batch_69e4b29fd7648190b7f09ea60c7b96a8 completed April 19, 2026, 10:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0337ae62588190b1a6464fb703cc8f completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a033ca6a2608190a391694153070cc8 completed May 12, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_6a033d6bf3f48190ac141febc04608f6 completed May 12, 2026, 2:47 p.m.
Created at: April 10, 2026, 10:23 a.m.