Triple

T812766
Position Surface form Disambiguated ID Type / Status
Subject Stanford University Libraries E17580 entity
Predicate hasDigitalRepository P4156 FINISHED
Object 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.
E96101 NE FINISHED

How this triple was built (5 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: Stanford Digital Repository | Statement: [Stanford University Libraries, hasDigitalRepository, Stanford Digital Repository]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stanford Digital Repository
Context triple: [Stanford University Libraries, hasDigitalRepository, Stanford Digital Repository]
  • A. Stanford University Libraries
    Stanford University Libraries is the comprehensive library system supporting Stanford University’s research and teaching, encompassing extensive print and digital collections, specialized archives, and subject-specific branches.
  • B. UN Digital Library
    The UN Digital Library is an online platform providing comprehensive access to United Nations documents, publications, and archival materials.
  • C. MIT Libraries
    MIT Libraries is the academic library system of the Massachusetts Institute of Technology, supporting research, teaching, and learning across science, engineering, and related fields.
  • D. UC Berkeley Library
    UC Berkeley Library is the academic library system of the University of California, Berkeley, providing extensive research collections, study spaces, and services to support the university’s teaching and scholarship.
  • E. Library of Congress Online Catalog
    The Library of Congress Online Catalog is the digital search system that provides public access to the Library of Congress’s vast collections of books, recordings, photographs, maps, and other materials.
  • 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: Stanford Digital Repository
Triple: [Stanford University Libraries, hasDigitalRepository, Stanford Digital Repository]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stanford Digital Repository
Target entity description: 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.
  • A. Stanford University Libraries
    Stanford University Libraries is the comprehensive library system supporting Stanford University’s research and teaching, encompassing extensive print and digital collections, specialized archives, and subject-specific branches.
  • B. UN Digital Library
    The UN Digital Library is an online platform providing comprehensive access to United Nations documents, publications, and archival materials.
  • C. MIT Libraries
    MIT Libraries is the academic library system of the Massachusetts Institute of Technology, supporting research, teaching, and learning across science, engineering, and related fields.
  • D. UC Berkeley Library
    UC Berkeley Library is the academic library system of the University of California, Berkeley, providing extensive research collections, study spaces, and services to support the university’s teaching and scholarship.
  • E. Library of Congress Online Catalog
    The Library of Congress Online Catalog is the digital search system that provides public access to the Library of Congress’s vast collections of books, recordings, photographs, maps, and other materials.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasDigitalRepository
Context triple: [Stanford University Libraries, hasDigitalRepository, Stanford Digital Repository]
  • A. hasDigitalArchive
    Indicates that an entity maintains or is associated with a collection of materials stored in a digital archive.
  • B. hasDigitalLibrary
    Indicates that an entity maintains or provides access to a collection of digital resources or publications.
  • C. hasDigitalCollections chosen
    Indicates that an entity possesses or provides access to one or more collections of materials in digital form.
  • D. hasDigitalObjectIdentifier
    Indicates that an entity is associated with a specific Digital Object Identifier (DOI) that uniquely identifies it in a digital environment.
  • E. hasDigitalForm
    Indicates that something exists or is available in a digital or electronic format.
  • F. None of above.

Provenance (6 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_69a4937ae8a08190b5084a03d532b30e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab4c7418819085cb64c6bf5fa70c completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d8b0b0c8190a6226d6b8daade25 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a782eda49c8190bdaf4fb8db685071 completed March 4, 2026, 12:55 a.m.
NED2 Entity disambiguation (via description) batch_69a784f6eee48190a348008b931d545b completed March 4, 2026, 1:03 a.m.
PD Predicate disambiguation batch_69a4aa73df08819096d0553a4b2509de completed March 1, 2026, 9:07 p.m.
Created at: March 1, 2026, 7:38 p.m.