Triple

T4163316
Position Surface form Disambiguated ID Type / Status
Subject S. R. Ranganathan E91581 entity
Predicate notableWork P4 FINISHED
Object Prolegomena to Library Classification
Prolegomena to Library Classification is a foundational work in library and information science that systematically sets out the principles and theory underlying modern library classification systems.
E416706 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: Prolegomena to Library Classification | Statement: [S. R. Ranganathan, notableWork, Prolegomena to Library Classification]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prolegomena to Library Classification
Context triple: [S. R. Ranganathan, notableWork, Prolegomena to Library Classification]
  • A. Dewey Decimal Classification
    Dewey Decimal Classification is a widely used library classification system that organizes knowledge into ten main subject classes, each subdivided into more specific numeric categories.
  • B. Functional Requirements for Bibliographic Records
    Functional Requirements for Bibliographic Records (FRBR) is a conceptual model developed by the International Federation of Library Associations to define user-focused tasks and relationships for bibliographic records in library catalogs.
  • C. BC2 (Bliss Bibliographic Classification, 2nd edition)
    BC2 (Bliss Bibliographic Classification, 2nd edition) is a modern, analytico-synthetic library classification system designed for flexible, faceted organization of knowledge across disciplines.
  • D. Universal Decimal Classification
    Universal Decimal Classification is an international library classification system that organizes knowledge into a detailed, hierarchical numeric scheme used widely in libraries and information centers around the world.
  • E. Library of Congress Classification
    Library of Congress Classification is a comprehensive alphanumeric library classification system used primarily by academic and research libraries to organize and arrange their collections by subject.
  • 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: Prolegomena to Library Classification
Triple: [S. R. Ranganathan, notableWork, Prolegomena to Library Classification]
Generated description
Prolegomena to Library Classification is a foundational work in library and information science that systematically sets out the principles and theory underlying modern library classification systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prolegomena to Library Classification
Target entity description: Prolegomena to Library Classification is a foundational work in library and information science that systematically sets out the principles and theory underlying modern library classification systems.
  • A. Dewey Decimal Classification
    Dewey Decimal Classification is a widely used library classification system that organizes knowledge into ten main subject classes, each subdivided into more specific numeric categories.
  • B. Functional Requirements for Bibliographic Records
    Functional Requirements for Bibliographic Records (FRBR) is a conceptual model developed by the International Federation of Library Associations to define user-focused tasks and relationships for bibliographic records in library catalogs.
  • C. BC2 (Bliss Bibliographic Classification, 2nd edition)
    BC2 (Bliss Bibliographic Classification, 2nd edition) is a modern, analytico-synthetic library classification system designed for flexible, faceted organization of knowledge across disciplines.
  • D. Universal Decimal Classification
    Universal Decimal Classification is an international library classification system that organizes knowledge into a detailed, hierarchical numeric scheme used widely in libraries and information centers around the world.
  • E. Library of Congress Classification
    Library of Congress Classification is a comprehensive alphanumeric library classification system used primarily by academic and research libraries to organize and arrange their collections by subject.
  • 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_69aed9626ebc8190a39de631788bea3e completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02a9bf348190b99cecd19fe65779 completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f456bf88190b9b8678476ac3803 completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b57fe89ed0819089d7e56568755b1c completed March 14, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5805cb7e88190b2f6ed6a18de9319 completed March 14, 2026, 3:35 p.m.
Created at: March 9, 2026, 3:44 p.m.