Triple

T2256958
Position Surface form Disambiguated ID Type / Status
Subject University at Buffalo, The State University of New York E49748 entity
Predicate hasLibrarySystem P35 FINISHED
Object University at Buffalo Libraries
University at Buffalo Libraries is the academic library system serving the University at Buffalo, providing research resources, services, and spaces to support the university’s teaching and scholarship.
E246553 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 at Buffalo Libraries | Statement: [University at Buffalo, The State University of New York, hasLibrarySystem, University at Buffalo Libraries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University at Buffalo Libraries
Context triple: [University at Buffalo, The State University of New York, hasLibrarySystem, University at Buffalo Libraries]
  • A. University at Buffalo North Campus
    The University at Buffalo North Campus is the main suburban campus of the University at Buffalo, featuring extensive academic, research, and residential facilities.
  • B. University at Buffalo, The State University of New York
    The University at Buffalo, The State University of New York is a major public research university and the largest campus in the SUNY system, known for its comprehensive academic programs and strong emphasis on research.
  • C. Cornell University Library system
    The Cornell University Library system is the network of libraries serving Cornell University, providing extensive research collections, digital resources, and academic support across its campuses.
  • D. Buffalo State University
    Buffalo State University is a public university in Buffalo, New York, known for its comprehensive undergraduate and graduate programs and its strong emphasis on teacher education, arts, and applied learning.
  • E. Binghamton University
    Binghamton University is a public research university in Binghamton, New York, known for its strong academic programs and part of the State University of New York (SUNY) system.
  • 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 at Buffalo Libraries
Triple: [University at Buffalo, The State University of New York, hasLibrarySystem, University at Buffalo Libraries]
Generated description
University at Buffalo Libraries is the academic library system serving the University at Buffalo, providing research resources, services, and spaces to support the university’s teaching and scholarship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University at Buffalo Libraries
Target entity description: University at Buffalo Libraries is the academic library system serving the University at Buffalo, providing research resources, services, and spaces to support the university’s teaching and scholarship.
  • A. University at Buffalo North Campus
    The University at Buffalo North Campus is the main suburban campus of the University at Buffalo, featuring extensive academic, research, and residential facilities.
  • B. University at Buffalo, The State University of New York
    The University at Buffalo, The State University of New York is a major public research university and the largest campus in the SUNY system, known for its comprehensive academic programs and strong emphasis on research.
  • C. Cornell University Library system
    The Cornell University Library system is the network of libraries serving Cornell University, providing extensive research collections, digital resources, and academic support across its campuses.
  • D. Buffalo State University
    Buffalo State University is a public university in Buffalo, New York, known for its comprehensive undergraduate and graduate programs and its strong emphasis on teacher education, arts, and applied learning.
  • E. Binghamton University
    Binghamton University is a public research university in Binghamton, New York, known for its strong academic programs and part of the State University of New York (SUNY) system.
  • 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_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc1570dc88190bb2b17ed4c25dbb5 completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b2229288190a7da9025dc394e67 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6b5814f88190b6ff9d586d2b6351 completed March 9, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69ae6befcf4081909e1ee5d18abea357 completed March 9, 2026, 6:42 a.m.
Created at: March 4, 2026, 7:47 p.m.