Triple

T2058223
Position Surface form Disambiguated ID Type / Status
Subject Duke University Libraries E45725 entity
Predicate operates P24 FINISHED
Object Duke Digital Collections platform
The Duke Digital Collections platform is an online repository providing access to digitized materials from Duke University Libraries’ special and archival collections.
 E228448 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: Duke Digital Collections platform | Statement: [Duke University Libraries, operates, Duke Digital Collections platform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Duke Digital Collections platform
Context triple: [Duke University Libraries, operates, Duke Digital Collections platform]
  • A. Stanford Digital Repository
    Stanford Digital Repository is Stanford University Libraries’ platform for preserving, managing, and providing access to the university’s digital research, cultural heritage, and scholarly content.
  • B. UN Digital Library
    The UN Digital Library is an online platform providing comprehensive access to United Nations documents, publications, and archival materials.
  • C. Duke University Libraries
    Duke University Libraries is the academic library system serving Duke University, providing extensive research collections, digital resources, and scholarly support services to students, faculty, and researchers.
  • D. universal digital library
    The universal digital library is a conceptual global repository aiming to provide seamless, searchable access to all recorded human knowledge in digital form.
  • E. UDC Consortium
    The UDC Consortium is the international organization responsible for maintaining, updating, and promoting the Universal Decimal Classification system used in libraries and information services 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: Duke Digital Collections platform
Triple: [Duke University Libraries, operates, Duke Digital Collections platform]
Generated description
The Duke Digital Collections platform is an online repository providing access to digitized materials from Duke University Libraries’ special and archival collections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Duke Digital Collections platform
Target entity description: The Duke Digital Collections platform is an online repository providing access to digitized materials from Duke University Libraries’ special and archival collections.
  • A. Stanford Digital Repository
    Stanford Digital Repository is Stanford University Libraries’ platform for preserving, managing, and providing access to the university’s digital research, cultural heritage, and scholarly content.
  • B. UN Digital Library
    The UN Digital Library is an online platform providing comprehensive access to United Nations documents, publications, and archival materials.
  • C. Duke University Libraries
    Duke University Libraries is the academic library system serving Duke University, providing extensive research collections, digital resources, and scholarly support services to students, faculty, and researchers.
  • D. universal digital library
    The universal digital library is a conceptual global repository aiming to provide seamless, searchable access to all recorded human knowledge in digital form.
  • E. UDC Consortium
    The UDC Consortium is the international organization responsible for maintaining, updating, and promoting the Universal Decimal Classification system used in libraries and information services 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.