Triple

T3500885
Position Surface form Disambiguated ID Type / Status
Subject American Library Association E73963 entity
Predicate hasDivision P35 FINISHED
Object Reference and User Services Association
The Reference and User Services Association is a professional division of the American Library Association that focuses on improving reference, user services, and resource sharing in libraries.
E364124 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: Reference and User Services Association | Statement: [American Library Association, hasDivision, Reference and User Services Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reference and User Services Association
Context triple: [American Library Association, hasDivision, Reference and User Services Association]
  • A. 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.
  • B. Library Association
    The Library Association was a major professional body and publishing organization for librarians and information professionals in the United Kingdom, known for producing influential cataloguing standards and library science literature.
  • C. Canadian Association of Research Libraries
    The Canadian Association of Research Libraries is a national organization representing Canada’s major research libraries, promoting collaboration, advocacy, and leadership in support of research and higher education.
  • D. 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.
  • E. Canadian Library Association
    The Canadian Library Association was a national professional organization that represented and supported libraries and library workers across Canada through advocacy, standards development, and professional services.
  • 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: Reference and User Services Association
Triple: [American Library Association, hasDivision, Reference and User Services Association]
Generated description
The Reference and User Services Association is a professional division of the American Library Association that focuses on improving reference, user services, and resource sharing in libraries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reference and User Services Association
Target entity description: The Reference and User Services Association is a professional division of the American Library Association that focuses on improving reference, user services, and resource sharing in libraries.
  • A. 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.
  • B. Library Association
    The Library Association was a major professional body and publishing organization for librarians and information professionals in the United Kingdom, known for producing influential cataloguing standards and library science literature.
  • C. Canadian Association of Research Libraries
    The Canadian Association of Research Libraries is a national organization representing Canada’s major research libraries, promoting collaboration, advocacy, and leadership in support of research and higher education.
  • D. 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.
  • E. Canadian Library Association
    The Canadian Library Association was a national professional organization that represented and supported libraries and library workers across Canada through advocacy, standards development, and professional services.
  • 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_69b373d88dc08190a8508f990b01cf03 completed March 13, 2026, 2:18 a.m.
NEDg Description generation batch_69b3779133788190a17b2d8a51587682 completed March 13, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b377facc048190849ccd4ddcd9b442 completed March 13, 2026, 2:35 a.m.
Created at: March 8, 2026, 3:18 p.m.