Triple

T3500889
Position Surface form Disambiguated ID Type / Status
Subject American Library Association E73963 entity
Predicate hasDivision P35 FINISHED
Object Association for Library Collections and Technical Services
The Association for Library Collections and Technical Services is a professional division of the American Library Association focused on advancing best practices in collection development, cataloging, metadata, and technical services in libraries.
E364930 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: Association for Library Collections and Technical Services | Statement: [American Library Association, hasDivision, Association for Library Collections and Technical Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Association for Library Collections and Technical Services
Context triple: [American Library Association, hasDivision, Association for Library Collections and Technical Services]
  • A. Library and Information Technology Association
    The Library and Information Technology Association is a professional division focused on the intersection of libraries and information technology, supporting innovation, standards, and best practices in library tech services.
  • B. Association of College and Research Libraries
    The Association of College and Research Libraries is a professional organization that represents and supports academic and research librarians and libraries, promoting standards, advocacy, and development in higher education librarianship.
  • C. Association of Research Libraries
    The Association of Research Libraries is a nonprofit membership organization of major research libraries in North America that collaborates to influence public policies, advance scholarly communication, and improve research library services.
  • D. American Association of School Librarians
    The American Association of School Librarians is a professional organization that supports and advocates for school librarians and effective school library programs across the United States.
  • E. Public Library Association
    The Public Library Association is a professional organization in the United States that supports and advocates for public libraries and their staff through leadership, education, and 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: Association for Library Collections and Technical Services
Triple: [American Library Association, hasDivision, Association for Library Collections and Technical Services]
Generated description
The Association for Library Collections and Technical Services is a professional division of the American Library Association focused on advancing best practices in collection development, cataloging, metadata, and technical services in libraries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Association for Library Collections and Technical Services
Target entity description: The Association for Library Collections and Technical Services is a professional division of the American Library Association focused on advancing best practices in collection development, cataloging, metadata, and technical services in libraries.
  • A. Library and Information Technology Association
    The Library and Information Technology Association is a professional division focused on the intersection of libraries and information technology, supporting innovation, standards, and best practices in library tech services.
  • B. Association of College and Research Libraries
    The Association of College and Research Libraries is a professional organization that represents and supports academic and research librarians and libraries, promoting standards, advocacy, and development in higher education librarianship.
  • C. Association of Research Libraries
    The Association of Research Libraries is a nonprofit membership organization of major research libraries in North America that collaborates to influence public policies, advance scholarly communication, and improve research library services.
  • D. American Association of School Librarians
    The American Association of School Librarians is a professional organization that supports and advocates for school librarians and effective school library programs across the United States.
  • E. Public Library Association
    The Public Library Association is a professional organization in the United States that supports and advocates for public libraries and their staff through leadership, education, and resources.
  • 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_69ad85cdb6e48190a335d412b9194ed8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbd5fbe8819091b61fa8df355f0c completed March 8, 2026, 6:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e6aea8c81908dbe4748dd8a9d9c completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37f52d9188190a37d06ff220ffdb3 completed March 13, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_69b37fbec2ec81909228716c70ffa2bd completed March 13, 2026, 3:08 a.m.
Created at: March 8, 2026, 3:18 p.m.