Triple

T4651570
Position Surface form Disambiguated ID Type / Status
Subject University of Louisville E102304 entity
Predicate hasLibrarySystem P35 FINISHED
Object University of Louisville Libraries
University of Louisville Libraries is the academic library system that supports the University of Louisville’s teaching, learning, and research through multiple campus libraries, collections, and services.
E457904 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 Louisville Libraries | Statement: [University of Louisville, hasLibrarySystem, University of Louisville Libraries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Louisville Libraries
Context triple: [University of Louisville, hasLibrarySystem, University of Louisville Libraries]
  • A. University of Louisville
    The University of Louisville is a public research university in Louisville, Kentucky, known for its strong academic programs and prominent NCAA Division I athletics.
  • B. University of Missouri Libraries
    University of Missouri Libraries is the multi-branch academic library system that supports research, teaching, and learning across the University of Missouri’s campuses.
  • C. Ohio College Library Center
    Ohio College Library Center was the original name of OCLC, a global nonprofit cooperative that provides shared technology services, original research, and community programs for libraries worldwide.
  • D. Butler University
    Butler University is a private liberal arts university located in Indianapolis, Indiana, known for its strong academic programs and active campus life.
  • E. William T. Young Library
    William T. Young Library is the main academic research library at the University of Kentucky, known for its extensive collections and prominent central role on campus.
  • 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 Louisville Libraries
Triple: [University of Louisville, hasLibrarySystem, University of Louisville Libraries]
Generated description
University of Louisville Libraries is the academic library system that supports the University of Louisville’s teaching, learning, and research through multiple campus libraries, collections, and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Louisville Libraries
Target entity description: University of Louisville Libraries is the academic library system that supports the University of Louisville’s teaching, learning, and research through multiple campus libraries, collections, and services.
  • A. University of Louisville
    The University of Louisville is a public research university in Louisville, Kentucky, known for its strong academic programs and prominent NCAA Division I athletics.
  • B. University of Missouri Libraries
    University of Missouri Libraries is the multi-branch academic library system that supports research, teaching, and learning across the University of Missouri’s campuses.
  • C. Ohio College Library Center
    Ohio College Library Center was the original name of OCLC, a global nonprofit cooperative that provides shared technology services, original research, and community programs for libraries worldwide.
  • D. Butler University
    Butler University is a private liberal arts university located in Indianapolis, Indiana, known for its strong academic programs and active campus life.
  • E. William T. Young Library
    William T. Young Library is the main academic research library at the University of Kentucky, known for its extensive collections and prominent central role on campus.
  • 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_69bd43d71a308190afea7280841b0de8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd630343f88190954d19fcd18a5864 completed March 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfae7636881908244b86cba1c66b7 completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfbc12acc8190b8116a6003abb3e3 completed March 21, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc44536c8190a71e52b0690a7570 completed March 21, 2026, 2:02 a.m.
Created at: March 20, 2026, 1:14 p.m.