Triple

T93433
Position Surface form Disambiguated ID Type / Status
Subject Harvard Kennedy School E1877 entity
Predicate hasDivision P35 FINISHED
Object Ash Center for Democratic Governance and Innovation
The Ash Center for Democratic Governance and Innovation is a research and policy center at Harvard focused on strengthening democracy, improving public governance, and fostering innovative solutions in the public sector worldwide.
E9073 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: Ash Center for Democratic Governance and Innovation | Statement: [Harvard Kennedy School, hasDivision, Ash Center for Democratic Governance and Innovation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ash Center for Democratic Governance and Innovation
Context triple: [Harvard Kennedy School, hasDivision, Ash Center for Democratic Governance and Innovation]
  • A. Office of Social Innovation and Civic Participation
    The Office of Social Innovation and Civic Participation is a White House unit that promotes innovative, evidence-based approaches to addressing social challenges and strengthening civic engagement in the United States.
  • B. Center for American Progress
    The Center for American Progress is a prominent progressive public policy research and advocacy organization based in Washington, D.C., influential in shaping Democratic and liberal policy agendas in the United States.
  • C. National Academy of Public Administration
    The National Academy of Public Administration is an independent, nonpartisan organization in the United States that provides expert advice and analysis to improve government management and public policy.
  • D. Carnegie Endowment for International Peace
    The Carnegie Endowment for International Peace is a global think tank and research institution dedicated to advancing international cooperation, peace, and security through policy analysis and dialogue.
  • E. Leventhal Center for Advanced Urbanism
    The Leventhal Center for Advanced Urbanism is an MIT research hub focused on innovative, interdisciplinary approaches to contemporary urban design, planning, and policy challenges.
  • 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: Ash Center for Democratic Governance and Innovation
Triple: [Harvard Kennedy School, hasDivision, Ash Center for Democratic Governance and Innovation]
Generated description
The Ash Center for Democratic Governance and Innovation is a research and policy center at Harvard focused on strengthening democracy, improving public governance, and fostering innovative solutions in the public sector worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ash Center for Democratic Governance and Innovation
Target entity description: The Ash Center for Democratic Governance and Innovation is a research and policy center at Harvard focused on strengthening democracy, improving public governance, and fostering innovative solutions in the public sector worldwide.
  • A. Office of Social Innovation and Civic Participation
    The Office of Social Innovation and Civic Participation is a White House unit that promotes innovative, evidence-based approaches to addressing social challenges and strengthening civic engagement in the United States.
  • B. Center for American Progress
    The Center for American Progress is a prominent progressive public policy research and advocacy organization based in Washington, D.C., influential in shaping Democratic and liberal policy agendas in the United States.
  • C. National Academy of Public Administration
    The National Academy of Public Administration is an independent, nonpartisan organization in the United States that provides expert advice and analysis to improve government management and public policy.
  • D. Carnegie Endowment for International Peace
    The Carnegie Endowment for International Peace is a global think tank and research institution dedicated to advancing international cooperation, peace, and security through policy analysis and dialogue.
  • E. Leventhal Center for Advanced Urbanism
    The Leventhal Center for Advanced Urbanism is an MIT research hub focused on innovative, interdisciplinary approaches to contemporary urban design, planning, and policy challenges.
  • 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_69a24d1a97dc819094e6c021fe9b05a7 completed Feb. 28, 2026, 2:04 a.m.
NER Named-entity recognition batch_69a24fd28e988190bde699647ee5b16b completed Feb. 28, 2026, 2:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a266ebb994819085fb84dd1d2d25ad completed Feb. 28, 2026, 3:54 a.m.
NEDg Description generation batch_69a267b740388190a321023aa52a539a completed Feb. 28, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69a2685dc64c8190bd611985d1bc27a3 completed Feb. 28, 2026, 4 a.m.
Created at: Feb. 28, 2026, 2:07 a.m.