Triple

T15235683
Position Surface form Disambiguated ID Type / Status
Subject American Library Association E364120 entity
Predicate hasDivision P35 FINISHED
Object Library Leadership and Management Association
The Library Leadership and Management Association is a professional division of the American Library Association focused on advancing leadership, administration, and management practices in libraries.
E1144366 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: Library Leadership and Management Association | Statement: [American Library Association, hasDivision, Library Leadership and Management Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Library Leadership and Management Association
Context triple: [American Library Association, hasDivision, Library Leadership and Management Association]
  • 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. Indian Library Association
    The Indian Library Association is a national professional body in India dedicated to the development, promotion, and advocacy of librarianship and library services across the country.
  • C. 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.
  • 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. Chartered Institute of Library and Information Professionals
    The Chartered Institute of Library and Information Professionals (CILIP) is the leading professional body in the United Kingdom for librarians, information specialists, and knowledge managers, setting standards, providing accreditation, and supporting professional development in the information sector.
  • 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: Library Leadership and Management Association
Triple: [American Library Association, hasDivision, Library Leadership and Management Association]
Generated description
The Library Leadership and Management Association is a professional division of the American Library Association focused on advancing leadership, administration, and management practices in libraries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Library Leadership and Management Association
Target entity description: The Library Leadership and Management Association is a professional division of the American Library Association focused on advancing leadership, administration, and management practices 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. Indian Library Association
    The Indian Library Association is a national professional body in India dedicated to the development, promotion, and advocacy of librarianship and library services across the country.
  • C. 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.
  • 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. Chartered Institute of Library and Information Professionals
    The Chartered Institute of Library and Information Professionals (CILIP) is the leading professional body in the United Kingdom for librarians, information specialists, and knowledge managers, setting standards, providing accreditation, and supporting professional development in the information sector.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007d91e4881908ea52d11a3d4480a completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd3dd5a081909a1a7fceda648c29 completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fede8eed2c8190adb45306a1ec0faa completed May 9, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69fedef546708190bdeedd2c61fdbc86 completed May 9, 2026, 7:15 a.m.
Created at: April 10, 2026, 3:12 a.m.