Triple

T13960982
Position Surface form Disambiguated ID Type / Status
Subject Edward M. Kennedy Serve America Act E335789 entity
Predicate createdProgram P6694 FINISHED
Object Social Innovation Fund
The Social Innovation Fund was a U.S. federal grant program that supported and scaled evidence-based, community-driven solutions to pressing social challenges.
E1071664 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: Social Innovation Fund | Statement: [Edward M. Kennedy Serve America Act, createdProgram, Social Innovation Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Social Innovation Fund
Context triple: [Edward M. Kennedy Serve America Act, createdProgram, Social Innovation Fund]
  • A. Strategic Innovation Fund
    The Strategic Innovation Fund is a Canadian federal funding program that supports large-scale, transformative business investments in research, development, and commercialization to drive innovation and economic growth.
  • B. 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.
  • C. Innovation Loans
    Innovation Loans is a UK government-backed finance scheme from Innovate UK that provides affordable, long-term loans to help innovative businesses scale and commercialise their R&D.
  • D. INSEAD Social Innovation Centre
    The INSEAD Social Innovation Centre is a research and impact hub within INSEAD that focuses on advancing social entrepreneurship, sustainability, and inclusive business practices through research, education, and partnerships.
  • E. Urban Empowerment Fund
    The Urban Empowerment Fund is a financial initiative of the National Urban League that provides capital and support to spur economic development and entrepreneurship in underserved urban communities.
  • 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: Social Innovation Fund
Triple: [Edward M. Kennedy Serve America Act, createdProgram, Social Innovation Fund]
Generated description
The Social Innovation Fund was a U.S. federal grant program that supported and scaled evidence-based, community-driven solutions to pressing social challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Social Innovation Fund
Target entity description: The Social Innovation Fund was a U.S. federal grant program that supported and scaled evidence-based, community-driven solutions to pressing social challenges.
  • A. Strategic Innovation Fund
    The Strategic Innovation Fund is a Canadian federal funding program that supports large-scale, transformative business investments in research, development, and commercialization to drive innovation and economic growth.
  • B. 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.
  • C. Innovation Loans
    Innovation Loans is a UK government-backed finance scheme from Innovate UK that provides affordable, long-term loans to help innovative businesses scale and commercialise their R&D.
  • D. INSEAD Social Innovation Centre
    The INSEAD Social Innovation Centre is a research and impact hub within INSEAD that focuses on advancing social entrepreneurship, sustainability, and inclusive business practices through research, education, and partnerships.
  • E. Urban Empowerment Fund
    The Urban Empowerment Fund is a financial initiative of the National Urban League that provides capital and support to spur economic development and entrepreneurship in underserved urban communities.
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e7b2f908190aa32f22298964746 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1d6b2e88190b4d2237413f509ee completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba5eaf3a48190bc93c0fcb2723ef5 completed May 6, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69fba71a91fc8190b24185994673b33b completed May 6, 2026, 8:39 p.m.
Created at: April 9, 2026, 10:17 p.m.