Triple

T352615
Position Surface form Disambiguated ID Type / Status
Subject Duke University E7474 entity
Predicate hasLibrarySystem P35 FINISHED
Object 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.
 E45725 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 University Libraries | Statement: [Duke University, hasLibrarySystem, Duke University Libraries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Duke University Libraries
Context triple: [Duke University, hasLibrarySystem, Duke University Libraries]
  • A. Duke University
    Duke University is a prestigious private research university in Durham, North Carolina, known for its strong academic programs, influential research, and competitive athletics.
  • B. Duke University Board of Trustees
    The Duke University Board of Trustees is the primary governing body of Duke University, overseeing its strategic direction, financial health, and major institutional policies, including those of its health system.
  • C. Duke University Health System
    Duke University Health System is a major academic health care network affiliated with Duke University, providing hospital, clinical, and research services throughout the Durham, North Carolina region.
  • D. Duke Divinity School
    Duke Divinity School is a prominent graduate theological institution affiliated with Duke University, known for its programs in Christian ministry, theology, and religious scholarship.
  • E. Duke Clinical Research Institute
    Duke Clinical Research Institute is a leading academic research organization specializing in the design, conduct, and analysis of clinical trials and health outcomes studies across a wide range of medical 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: Duke University Libraries
Triple: [Duke University, hasLibrarySystem, Duke University Libraries]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Duke University Libraries
Target entity description: 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.
  • A. Duke University
    Duke University is a prestigious private research university in Durham, North Carolina, known for its strong academic programs, influential research, and competitive athletics.
  • B. Duke University Board of Trustees
    The Duke University Board of Trustees is the primary governing body of Duke University, overseeing its strategic direction, financial health, and major institutional policies, including those of its health system.
  • C. Duke University Health System
    Duke University Health System is a major academic health care network affiliated with Duke University, providing hospital, clinical, and research services throughout the Durham, North Carolina region.
  • D. Duke Divinity School
    Duke Divinity School is a prominent graduate theological institution affiliated with Duke University, known for its programs in Christian ministry, theology, and religious scholarship.
  • E. Duke Clinical Research Institute
    Duke Clinical Research Institute is a leading academic research organization specializing in the design, conduct, and analysis of clinical trials and health outcomes studies across a wide range of medical fields.
  • 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eb7f1be88190964ddcbb6a05f021 completed Feb. 28, 2026, 1:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e57497948190918b163378036fd4 completed March 1, 2026, 7:06 a.m.
NEDg Description generation batch_69a3e5e50b848190ab5d036719048df8 completed March 1, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69a3e63c749c8190b5bfd85b7ccafa9c completed March 1, 2026, 7:09 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.