Triple

T41833
Position Surface form Disambiguated ID Type / Status
Subject University of Toronto E826 entity
Predicate librarySystem P732 FINISHED
Object University of Toronto Libraries
University of Toronto Libraries is the extensive academic library system serving the University of Toronto, recognized as one of the largest and most research-intensive library networks in North America.
E826 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: University of Toronto Libraries | Statement: [University of Toronto, librarySystem, University of Toronto Libraries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Toronto Libraries
Context triple: [University of Toronto, librarySystem, University of Toronto Libraries]
  • A. University of Toronto
    The University of Toronto is a leading Canadian public research university renowned globally for its academic excellence, extensive research output, and influential alumni.
  • B. McGill University
    McGill University is a leading public research university in Montreal, Canada, renowned for its strong academic programs, global reputation, and membership in major research-intensive university associations.
  • C. Cambridge University Library
    Cambridge University Library is the principal research library of the University of Cambridge and one of the UK's legal deposit libraries, holding millions of books, manuscripts, and special collections.
  • D. Harvard Library
    Harvard Library is the extensive academic library system of Harvard University, recognized as one of the largest and most comprehensive research library networks in the world.
  • E. 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.
  • 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: University of Toronto Libraries
Triple: [University of Toronto, librarySystem, University of Toronto Libraries]
Generated description
University of Toronto Libraries is the extensive academic library system serving the University of Toronto, recognized as one of the largest and most research-intensive library networks in North America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Toronto Libraries
Target entity description: University of Toronto Libraries is the extensive academic library system serving the University of Toronto, recognized as one of the largest and most research-intensive library networks in North America.
  • A. University of Toronto chosen
    The University of Toronto is a leading Canadian public research university renowned globally for its academic excellence, extensive research output, and influential alumni.
  • B. McGill University
    McGill University is a leading public research university in Montreal, Canada, renowned for its strong academic programs, global reputation, and membership in major research-intensive university associations.
  • C. Cambridge University Library
    Cambridge University Library is the principal research library of the University of Cambridge and one of the UK's legal deposit libraries, holding millions of books, manuscripts, and special collections.
  • D. Harvard Library
    Harvard Library is the extensive academic library system of Harvard University, recognized as one of the largest and most comprehensive research library networks in the world.
  • E. 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.
  • F. None of above.

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_69a247a8f6c08190bac804906d62ed5a completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24ae0b7c4819092220568e8e52ad5 completed Feb. 28, 2026, 1:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e63a9848190a0f38b23521804e6 completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a24efe21148190849accf51a2632f0 completed Feb. 28, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69a24fca983c8190a62b8820645d2d2c completed Feb. 28, 2026, 2:15 a.m.
Created at: Feb. 28, 2026, 1:46 a.m.