Triple

T16373447
Position Surface form Disambiguated ID Type / Status
Subject Melville Louis Kossuth Dewey E397619 entity
Predicate notableWork P4 FINISHED
Object A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library
A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library is the original 1876 work in which Melvil Dewey introduced the Dewey Decimal Classification system for organizing library materials.
E16023 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: A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library | Statement: [Melville Louis Kossuth Dewey, notableWork, A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library
Context triple: [Melville Louis Kossuth Dewey, notableWork, A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library]
  • A. 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.
  • B. Margaret Mann Citation in Cataloging and Classification
    The Margaret Mann Citation in Cataloging and Classification is a prestigious professional award recognizing outstanding achievement and leadership in the field of library cataloging and classification.
  • C. Five Laws of Library Science
    The Five Laws of Library Science are a foundational set of principles proposed by S. R. Ranganathan that guide the philosophy, organization, and user-centered service of modern librarianship.
  • D. 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.
  • 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: A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library
Triple: [Melville Louis Kossuth Dewey, notableWork, A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library]
Generated description
A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library is the original 1876 work in which Melvil Dewey introduced the Dewey Decimal Classification system for organizing library materials.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library
Target entity description: A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library is the original 1876 work in which Melvil Dewey introduced the Dewey Decimal Classification system for organizing library materials.
  • A. 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.
  • B. Margaret Mann Citation in Cataloging and Classification
    The Margaret Mann Citation in Cataloging and Classification is a prestigious professional award recognizing outstanding achievement and leadership in the field of library cataloging and classification.
  • C. Five Laws of Library Science
    The Five Laws of Library Science are a foundational set of principles proposed by S. R. Ranganathan that guide the philosophy, organization, and user-centered service of modern librarianship.
  • D. Dewey Decimal Classification chosen
    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.
  • 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.

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_69d87f2778dc8190aa95c7572db127e6 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319d559788190bd96c45ff0900fe6 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003561f83481909223c99bb83ebdf4 completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a0036f14bfc81909ea14a333c296187 completed May 10, 2026, 7:42 a.m.
NED2 Entity disambiguation (via description) batch_6a003785b9d881908049867524345e06 completed May 10, 2026, 7:45 a.m.
Created at: April 10, 2026, 5:08 a.m.