Triple

T6699416
Position Surface form Disambiguated ID Type / Status
Subject Balkrishna Doshi E152838 entity
Predicate founded P104 FINISHED
Object Vastu-Shilpa Consultants
Vastu-Shilpa Consultants is an Indian architecture and urban design firm renowned for its human-centered, climate-responsive projects and its influential role in contemporary Indian architecture.
 E611835 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: Vastu-Shilpa Consultants | Statement: [Balkrishna Doshi, founded, Vastu-Shilpa Consultants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vastu-Shilpa Consultants
Context triple: [Balkrishna Doshi, founded, Vastu-Shilpa Consultants]
  • A. Arup Associates
    Arup Associates is a multidisciplinary architectural and engineering firm known for designing innovative, high-performance buildings and cultural venues.
  • B. Archgroup Consultants
    Archgroup Consultants is an architectural firm known for designing major high-rise and hospitality projects in Dubai, including landmark luxury hotels.
  • C. Centerbrook Architects and Planners
    Centerbrook Architects and Planners is an American architecture firm known for its innovative cultural, educational, and institutional projects, including prominent museum designs.
  • D. William Rawn Associates
    William Rawn Associates is a prominent American architecture firm known for designing acclaimed cultural and educational buildings, including major performance halls and university facilities.
  • E. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • 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: Vastu-Shilpa Consultants
Triple: [Balkrishna Doshi, founded, Vastu-Shilpa Consultants]
Generated description
Vastu-Shilpa Consultants is an Indian architecture and urban design firm renowned for its human-centered, climate-responsive projects and its influential role in contemporary Indian architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vastu-Shilpa Consultants
Target entity description: Vastu-Shilpa Consultants is an Indian architecture and urban design firm renowned for its human-centered, climate-responsive projects and its influential role in contemporary Indian architecture.
  • A. Arup Associates
    Arup Associates is a multidisciplinary architectural and engineering firm known for designing innovative, high-performance buildings and cultural venues.
  • B. Archgroup Consultants
    Archgroup Consultants is an architectural firm known for designing major high-rise and hospitality projects in Dubai, including landmark luxury hotels.
  • C. Centerbrook Architects and Planners
    Centerbrook Architects and Planners is an American architecture firm known for its innovative cultural, educational, and institutional projects, including prominent museum designs.
  • D. William Rawn Associates
    William Rawn Associates is a prominent American architecture firm known for designing acclaimed cultural and educational buildings, including major performance halls and university facilities.
  • E. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • 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_69c68807adbc8190b8632df42b39eda0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d0a7355081908a0acfa8d2bb4c09 completed March 27, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f7bfcb048190b682f4ec7e404b3e completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f8955748819092b0e51cff6cab69 completed March 27, 2026, 9:37 p.m.
NED2 Entity disambiguation (via description) batch_69c6f9441d74819098f0639a29fdeb5e completed March 27, 2026, 9:40 p.m.
Created at: March 27, 2026, 2:05 p.m.