Triple

T1496478
Position Surface form Disambiguated ID Type / Status
Subject Tim O'Reilly E29697 entity
Predicate boardMemberOf P10 FINISHED
Object Code for America
Code for America is a nonprofit organization that partners with governments to improve public services through user-centered design, open-source technology, and civic tech innovation.
 E170575 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: Code for America | Statement: [Tim O'Reilly, boardMemberOf, Code for America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Code for America
Context triple: [Tim O'Reilly, boardMemberOf, Code for America]
  • A. Kapor Center for Social Impact
    The Kapor Center for Social Impact is an organization dedicated to advancing diversity, equity, and inclusion in the technology and entrepreneurship sectors, particularly for underrepresented communities.
  • B. 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.
  • C. AmeriCorps
    AmeriCorps is a U.S. federal service program that engages volunteers in community service projects across the country, often in exchange for education awards and living stipends.
  • D. 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.
  • E. 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.
  • 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: Code for America
Triple: [Tim O'Reilly, boardMemberOf, Code for America]
Generated description
Code for America is a nonprofit organization that partners with governments to improve public services through user-centered design, open-source technology, and civic tech innovation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Code for America
Target entity description: Code for America is a nonprofit organization that partners with governments to improve public services through user-centered design, open-source technology, and civic tech innovation.
  • A. Kapor Center for Social Impact
    The Kapor Center for Social Impact is an organization dedicated to advancing diversity, equity, and inclusion in the technology and entrepreneurship sectors, particularly for underrepresented communities.
  • B. 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.
  • C. AmeriCorps
    AmeriCorps is a U.S. federal service program that engages volunteers in community service projects across the country, often in exchange for education awards and living stipends.
  • D. 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.
  • E. 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.
  • 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_69a498dba1d8819093b46a3a8d2485f1 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6edca248190a90205799b270058 completed March 1, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1cadb50481908788b5710f6012db completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1deb982481908f542c233c9352ab completed March 8, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69ad1e79aecc8190a4c7d0f30fdc7e63 completed March 8, 2026, 7 a.m.
Created at: March 1, 2026, 8:12 p.m.