Triple

T4345768
Position Surface form Disambiguated ID Type / Status
Subject Program for Cooperative Cataloging E97895 entity
Predicate hasComponent P35 FINISHED
Object Cooperative Online Serials Program
The Cooperative Online Serials Program is a collaborative library initiative focused on creating and sharing high-quality cataloging records for serials and continuing resources.
E434220 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: Cooperative Online Serials Program | Statement: [Program for Cooperative Cataloging, hasComponent, Cooperative Online Serials Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cooperative Online Serials Program
Context triple: [Program for Cooperative Cataloging, hasComponent, Cooperative Online Serials Program]
  • A. Program for Cooperative Cataloging
    The Program for Cooperative Cataloging is an international library initiative that coordinates shared cataloging standards and workflows to improve the quality and efficiency of bibliographic and authority records worldwide.
  • B. OCLC
    OCLC (Online Computer Library Center) is a global nonprofit cooperative organization that provides shared technology services, original research, and programs to help libraries catalog, manage, and share their collections worldwide.
  • C. Gemeinsamer Bibliotheksverbund
    Der Gemeinsame Bibliotheksverbund (GBV) ist ein deutscher Verbund öffentlicher und wissenschaftlicher Bibliotheken, der insbesondere einen gemeinsamen Katalog und kooperative Dienstleistungen für seine Mitgliedsbibliotheken bereitstellt.
  • D. Library of Congress Online Catalog
    The Library of Congress Online Catalog is the digital search system that provides public access to the Library of Congress’s vast collections of books, recordings, photographs, maps, and other materials.
  • E. Five College Libraries Depository
    The Five College Libraries Depository is a shared high-density storage facility that houses and preserves lesser-used library materials for the member institutions of the Five College Consortium.
  • 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: Cooperative Online Serials Program
Triple: [Program for Cooperative Cataloging, hasComponent, Cooperative Online Serials Program]
Generated description
The Cooperative Online Serials Program is a collaborative library initiative focused on creating and sharing high-quality cataloging records for serials and continuing resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cooperative Online Serials Program
Target entity description: The Cooperative Online Serials Program is a collaborative library initiative focused on creating and sharing high-quality cataloging records for serials and continuing resources.
  • A. Program for Cooperative Cataloging
    The Program for Cooperative Cataloging is an international library initiative that coordinates shared cataloging standards and workflows to improve the quality and efficiency of bibliographic and authority records worldwide.
  • B. OCLC
    OCLC (Online Computer Library Center) is a global nonprofit cooperative organization that provides shared technology services, original research, and programs to help libraries catalog, manage, and share their collections worldwide.
  • C. Gemeinsamer Bibliotheksverbund
    Der Gemeinsame Bibliotheksverbund (GBV) ist ein deutscher Verbund öffentlicher und wissenschaftlicher Bibliotheken, der insbesondere einen gemeinsamen Katalog und kooperative Dienstleistungen für seine Mitgliedsbibliotheken bereitstellt.
  • D. Library of Congress Online Catalog
    The Library of Congress Online Catalog is the digital search system that provides public access to the Library of Congress’s vast collections of books, recordings, photographs, maps, and other materials.
  • E. Five College Libraries Depository
    The Five College Libraries Depository is a shared high-density storage facility that houses and preserves lesser-used library materials for the member institutions of the Five College Consortium.
  • 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_69b34548402c819085ab68b27c235a87 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3518bec408190ba07643bbf7eb632 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dba5d2488190b23a0358ffc994fb completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5dc3d81a08190b29b633009fab4ff completed March 14, 2026, 10:07 p.m.
NED2 Entity disambiguation (via description) batch_69b5e04f356c81909e3f6f2c865e0f99 completed March 14, 2026, 10:25 p.m.
Created at: March 12, 2026, 11:15 p.m.