Triple

T2341068
Position Surface form Disambiguated ID Type / Status
Subject Sanford School of Public Policy E45026 entity
Predicate affiliatedWith P254 FINISHED
Object Duke University Hart Leadership Program
The Duke University Hart Leadership Program is a leadership development initiative at Duke that prepares students for ethical public service and social change through coursework, experiential learning, and community engagement.
E259204 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 Hart Leadership Program | Statement: [Sanford School of Public Policy, affiliatedWith, Duke University Hart Leadership Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duke University Hart Leadership Program
Context triple: [Sanford School of Public Policy, affiliatedWith, Duke University Hart Leadership Program]
  • A. 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.
  • B. Frank Batten School of Leadership and Public Policy
    The Frank Batten School of Leadership and Public Policy is a graduate and undergraduate professional school at the University of Virginia focused on training leaders and policymakers through interdisciplinary education and research.
  • C. Schwarzman Scholars program
    The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
  • D. Duke University West Campus
    Duke University West Campus is the main Gothic-style academic and residential core of Duke University in Durham, North Carolina, housing many of its professional schools, libraries, and student facilities.
  • E. 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.
  • 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 Hart Leadership Program
Triple: [Sanford School of Public Policy, affiliatedWith, Duke University Hart Leadership Program]
Generated description
The Duke University Hart Leadership Program is a leadership development initiative at Duke that prepares students for ethical public service and social change through coursework, experiential learning, and community engagement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duke University Hart Leadership Program
Target entity description: The Duke University Hart Leadership Program is a leadership development initiative at Duke that prepares students for ethical public service and social change through coursework, experiential learning, and community engagement.
  • A. 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.
  • B. Frank Batten School of Leadership and Public Policy
    The Frank Batten School of Leadership and Public Policy is a graduate and undergraduate professional school at the University of Virginia focused on training leaders and policymakers through interdisciplinary education and research.
  • C. Schwarzman Scholars program
    The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
  • D. Duke University West Campus
    Duke University West Campus is the main Gothic-style academic and residential core of Duke University in Durham, North Carolina, housing many of its professional schools, libraries, and student facilities.
  • E. 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.
  • 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_69a88917935081909b755dbf38e81024 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc6abf1688190b7c404de0979149a completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae961fd8748190a82ca4c4b840d9f6 completed March 9, 2026, 9:42 a.m.
NEDg Description generation batch_69ae980425b0819092477f5cf9816d65 completed March 9, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae9bef58f881908161d143369ba11a completed March 9, 2026, 10:07 a.m.
Created at: March 4, 2026, 7:52 p.m.