Triple

T21628102
Position Surface form Disambiguated ID Type / Status
Subject Manipal Academy of Higher Education E533755 entity
Predicate hasConstituentUnit P71417 FINISHED
Object Manipal School of Architecture and Planning
Manipal School of Architecture and Planning is a specialized institution in Manipal, India, offering professional education and training in architecture, urban design, and related built-environment disciplines.
E1494128 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: Manipal School of Architecture and Planning | Statement: [Manipal Academy of Higher Education, hasConstituentUnit, Manipal School of Architecture and Planning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manipal School of Architecture and Planning
Context triple: [Manipal Academy of Higher Education, hasConstituentUnit, Manipal School of Architecture and Planning]
  • A. Goa College of Architecture
    Goa College of Architecture is a leading architecture institute in Goa, India, offering professional architectural education and training.
  • B. School of Planning and Architecture, Delhi
    The School of Planning and Architecture, Delhi is a premier Indian institution specializing in architecture, planning, and design education and research.
  • C. School of Architecture, Ahmedabad
    The School of Architecture, Ahmedabad is a pioneering architectural education institution in India, renowned for its modernist and context-sensitive design pedagogy shaped by its founder, Balkrishna Doshi.
  • D. Chandigarh College of Architecture
    Chandigarh College of Architecture is a renowned architecture institute in Chandigarh, India, known for its modernist legacy and rigorous professional training in architectural design.
  • E. Institute of Architecture and Planning, Nirma University
    The Institute of Architecture and Planning, Nirma University is a constituent school of Nirma University in India that offers professional education and research programs in architecture, urban design, and related built-environment disciplines.
  • 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: Manipal School of Architecture and Planning
Triple: [Manipal Academy of Higher Education, hasConstituentUnit, Manipal School of Architecture and Planning]
Generated description
Manipal School of Architecture and Planning is a specialized institution in Manipal, India, offering professional education and training in architecture, urban design, and related built-environment disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manipal School of Architecture and Planning
Target entity description: Manipal School of Architecture and Planning is a specialized institution in Manipal, India, offering professional education and training in architecture, urban design, and related built-environment disciplines.
  • A. Goa College of Architecture
    Goa College of Architecture is a leading architecture institute in Goa, India, offering professional architectural education and training.
  • B. School of Planning and Architecture, Delhi
    The School of Planning and Architecture, Delhi is a premier Indian institution specializing in architecture, planning, and design education and research.
  • C. School of Architecture, Ahmedabad
    The School of Architecture, Ahmedabad is a pioneering architectural education institution in India, renowned for its modernist and context-sensitive design pedagogy shaped by its founder, Balkrishna Doshi.
  • D. Chandigarh College of Architecture
    Chandigarh College of Architecture is a renowned architecture institute in Chandigarh, India, known for its modernist legacy and rigorous professional training in architectural design.
  • E. Institute of Architecture and Planning, Nirma University
    The Institute of Architecture and Planning, Nirma University is a constituent school of Nirma University in India that offers professional education and research programs in architecture, urban design, and related built-environment disciplines.
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef5214e72c8190af109089f58fca4f completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f9531b08190bbddca01060f20ae completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a108bf4608190af587dd34077f2ad completed May 17, 2026, 7:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0a110507d48190ad75223311ce159e completed May 17, 2026, 7:03 p.m.
Created at: April 16, 2026, 6:34 p.m.