Triple

T17170057
Position Surface form Disambiguated ID Type / Status
Subject Five Laws of Library Science E416705 entity
Predicate hasPart P35 FINISHED
Object Third Law of Library Science
The Third Law of Library Science, formulated by S.R. Ranganathan, states that every book has its reader, emphasizing the need to connect each library resource with the users who can benefit from it.
E416705 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: Third Law of Library Science | Statement: [Five Laws of Library Science, hasPart, Third Law of Library Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Third Law of Library Science
Context triple: [Five Laws of Library Science, hasPart, Third Law of Library Science]
  • A. 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.
  • B. 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.
  • C. Library of Congress Rule Interpretations
    Library of Congress Rule Interpretations were a set of official guidelines issued by the Library of Congress to clarify and supplement AACR2 cataloging rules for librarians.
  • D. 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.
  • E. IFLA Library Reference Model
    The IFLA Library Reference Model is a high-level conceptual framework that unifies and streamlines previous IFLA bibliographic models to support consistent description and discovery of library resources.
  • 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: Third Law of Library Science
Triple: [Five Laws of Library Science, hasPart, Third Law of Library Science]
Generated description
The Third Law of Library Science, formulated by S.R. Ranganathan, states that every book has its reader, emphasizing the need to connect each library resource with the users who can benefit from it.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Third Law of Library Science
Target entity description: The Third Law of Library Science, formulated by S.R. Ranganathan, states that every book has its reader, emphasizing the need to connect each library resource with the users who can benefit from it.
  • A. Five Laws of Library Science chosen
    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.
  • B. 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.
  • C. Library of Congress Rule Interpretations
    Library of Congress Rule Interpretations were a set of official guidelines issued by the Library of Congress to clarify and supplement AACR2 cataloging rules for librarians.
  • D. 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.
  • E. IFLA Library Reference Model
    The IFLA Library Reference Model is a high-level conceptual framework that unifies and streamlines previous IFLA bibliographic models to support consistent description and discovery of library resources.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f91831d88190b262227fc41c9067 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a016745f32c81909499f71920e8babe completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016bcdd19c81909fe5ffcc57c7c4d1 completed May 11, 2026, 5:40 a.m.
NED2 Entity disambiguation (via description) batch_6a016c5018e48190974c124c3433bcc6 completed May 11, 2026, 5:42 a.m.
Created at: April 10, 2026, 5:37 a.m.