Triple

T10114587
Position Surface form Disambiguated ID Type / Status
Subject Bloomberg Harvard City Leadership Initiative E218324 entity
Predicate partner P1136 FINISHED
Object Bloomberg Center for Public Innovation at Johns Hopkins University
The Bloomberg Center for Public Innovation at Johns Hopkins University is a research and training hub that helps city governments worldwide design, test, and scale innovative public-sector solutions.
E842394 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: Bloomberg Center for Public Innovation at Johns Hopkins University | Statement: [Bloomberg Harvard City Leadership Initiative, partner, Bloomberg Center for Public Innovation at Johns Hopkins University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bloomberg Center for Public Innovation at Johns Hopkins University
Context triple: [Bloomberg Harvard City Leadership Initiative, partner, Bloomberg Center for Public Innovation at Johns Hopkins University]
  • A. Center for Social Innovation
    The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
  • B. Brown Institute for Media Innovation
    The Brown Institute for Media Innovation is a research center that supports cutting-edge projects at the intersection of journalism, technology, and storytelling.
  • C. Center for Public Research and Leadership
    The Center for Public Research and Leadership is an interdisciplinary initiative at Columbia University that trains students and professionals to improve public education systems and other public-sector institutions through research, consulting, and leadership development.
  • D. Mansueto Institute for Urban Innovation
    The Mansueto Institute for Urban Innovation is a University of Chicago research hub dedicated to advancing data-driven, interdisciplinary solutions to complex urban challenges worldwide.
  • E. The Christensen Institute for Disruptive Innovation
    The Christensen Institute for Disruptive Innovation is a nonprofit think tank that researches and promotes how disruptive innovation can improve sectors such as education, healthcare, and economic development.
  • 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: Bloomberg Center for Public Innovation at Johns Hopkins University
Triple: [Bloomberg Harvard City Leadership Initiative, partner, Bloomberg Center for Public Innovation at Johns Hopkins University]
Generated description
The Bloomberg Center for Public Innovation at Johns Hopkins University is a research and training hub that helps city governments worldwide design, test, and scale innovative public-sector solutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bloomberg Center for Public Innovation at Johns Hopkins University
Target entity description: The Bloomberg Center for Public Innovation at Johns Hopkins University is a research and training hub that helps city governments worldwide design, test, and scale innovative public-sector solutions.
  • A. Center for Social Innovation
    The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
  • B. Brown Institute for Media Innovation
    The Brown Institute for Media Innovation is a research center that supports cutting-edge projects at the intersection of journalism, technology, and storytelling.
  • C. Center for Public Research and Leadership
    The Center for Public Research and Leadership is an interdisciplinary initiative at Columbia University that trains students and professionals to improve public education systems and other public-sector institutions through research, consulting, and leadership development.
  • D. Mansueto Institute for Urban Innovation
    The Mansueto Institute for Urban Innovation is a University of Chicago research hub dedicated to advancing data-driven, interdisciplinary solutions to complex urban challenges worldwide.
  • E. The Christensen Institute for Disruptive Innovation
    The Christensen Institute for Disruptive Innovation is a nonprofit think tank that researches and promotes how disruptive innovation can improve sectors such as education, healthcare, and economic development.
  • 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_69ca83da93fc8190b54e44bc2b34857c completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd15ffcd48190825800611aab2aab completed April 2, 2026, 2:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cc2b00488190acca51a797beed45 completed April 5, 2026, 8:55 p.m.
NEDg Description generation batch_69d2cda6452c81908d67ea322da3cf70 completed April 5, 2026, 9:01 p.m.
NED2 Entity disambiguation (via description) batch_69d2ce6da82081908ca6b3621971ca9a completed April 5, 2026, 9:04 p.m.
Created at: March 30, 2026, 9:04 p.m.