Triple

T2058220
Position Surface form Disambiguated ID Type / Status
Subject Duke University Libraries E45725 entity
Predicate memberOf P10 FINISHED
Object 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.
E228446 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 of Research Libraries | Statement: [Duke University Libraries, memberOf, Association of Research Libraries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Association of Research Libraries
Context triple: [Duke University Libraries, memberOf, Association of Research Libraries]
  • A. 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.
  • B. American Library Association
    The American Library Association is a leading professional organization in the United States that promotes libraries and librarianship, sets standards for library education, and accredits library and information science programs.
  • C. 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.
  • D. Institute of Museum and Library Services
    The Institute of Museum and Library Services is a U.S. federal agency that provides grants, policy leadership, and support to museums and libraries to enhance learning, innovation, and cultural preservation nationwide.
  • E. Association of University Presses
    The Association of University Presses is a professional organization that represents and supports nonprofit scholarly publishers, promoting academic publishing standards, collaboration, and advocacy worldwide.
  • 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 of Research Libraries
Triple: [Duke University Libraries, memberOf, Association of Research Libraries]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Association of Research Libraries
Target entity description: 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.
  • A. 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.
  • B. American Library Association
    The American Library Association is a leading professional organization in the United States that promotes libraries and librarianship, sets standards for library education, and accredits library and information science programs.
  • C. 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.
  • D. Institute of Museum and Library Services
    The Institute of Museum and Library Services is a U.S. federal agency that provides grants, policy leadership, and support to museums and libraries to enhance learning, innovation, and cultural preservation nationwide.
  • E. Association of University Presses
    The Association of University Presses is a professional organization that represents and supports nonprofit scholarly publishers, promoting academic publishing standards, collaboration, and advocacy worldwide.
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9ae0130819089f7d62005466a45 completed March 7, 2026, 5:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2011bf20819094f4f3e88dfde9ea completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae20cbf3608190984dfd9638b9053b completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae213410708190af9715f488c5b8f5 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:40 p.m.