Triple

T3833180
Position Surface form Disambiguated ID Type / Status
Subject San Francisco Arts Commission E91063 entity
Predicate hasProgram P178 FINISHED
Object Cultural Equity Grants program
The Cultural Equity Grants program is a San Francisco Arts Commission funding initiative that supports historically underserved and underrepresented artists, arts organizations, and cultural communities in San Francisco.
E393914 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: Cultural Equity Grants program | Statement: [San Francisco Arts Commission, hasProgram, Cultural Equity Grants program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cultural Equity Grants program
Context triple: [San Francisco Arts Commission, hasProgram, Cultural Equity Grants program]
  • A. Cultural Development Fund
    The Cultural Development Fund is a New York City grant program that provides public funding to nonprofit arts and cultural organizations across the five boroughs.
  • B. Social Justice Fund
    Social Justice Fund is a philanthropic initiative focused on advancing racial and social equity, created by billionaire investor and activist Clara Wu Tsai.
  • C. International Fund for Cultural Diversity
    The International Fund for Cultural Diversity is a UNESCO funding mechanism that supports projects in developing countries aimed at strengthening cultural industries and promoting diverse cultural expressions.
  • D. Center for Educational Equity
    The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
  • E. Rappaport Urban Scholars program
    The Rappaport Urban Scholars program is a fellowship initiative that supports and develops emerging public-sector leaders committed to improving governance and policy in Greater Boston.
  • 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: Cultural Equity Grants program
Triple: [San Francisco Arts Commission, hasProgram, Cultural Equity Grants program]
Generated description
The Cultural Equity Grants program is a San Francisco Arts Commission funding initiative that supports historically underserved and underrepresented artists, arts organizations, and cultural communities in San Francisco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cultural Equity Grants program
Target entity description: The Cultural Equity Grants program is a San Francisco Arts Commission funding initiative that supports historically underserved and underrepresented artists, arts organizations, and cultural communities in San Francisco.
  • A. Cultural Development Fund
    The Cultural Development Fund is a New York City grant program that provides public funding to nonprofit arts and cultural organizations across the five boroughs.
  • B. Social Justice Fund
    Social Justice Fund is a philanthropic initiative focused on advancing racial and social equity, created by billionaire investor and activist Clara Wu Tsai.
  • C. International Fund for Cultural Diversity
    The International Fund for Cultural Diversity is a UNESCO funding mechanism that supports projects in developing countries aimed at strengthening cultural industries and promoting diverse cultural expressions.
  • D. Center for Educational Equity
    The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
  • E. Rappaport Urban Scholars program
    The Rappaport Urban Scholars program is a fellowship initiative that supports and develops emerging public-sector leaders committed to improving governance and policy in Greater Boston.
  • 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_69aed960b538819096561c8ed448dec9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb88b8a8819082d4bdbc5bc45366 completed March 9, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b503ffab6c81909d64a11511693c1f completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b507be443c8190ad7542f7b897de50 completed March 14, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5092c2460819087188184be28290b completed March 14, 2026, 7:07 a.m.
Created at: March 9, 2026, 3:17 p.m.