Triple

T5918942
Position Surface form Disambiguated ID Type / Status
Subject Maggie Daley E131652 entity
Predicate notableWork P4 FINISHED
Object After School Matters youth program
After School Matters youth program is a Chicago-based nonprofit initiative that provides teens with after-school and summer opportunities in the arts, sports, technology, and communications to build skills and prepare for the future.
E556190 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: After School Matters youth program | Statement: [Maggie Daley, notableWork, After School Matters youth program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: After School Matters youth program
Context triple: [Maggie Daley, notableWork, After School Matters youth program]
  • A. Urban Youth Empowerment Program
    Urban Youth Empowerment Program is a National Urban League initiative that provides education, job training, and support services to help at-risk and unemployed young adults transition into stable employment and self-sufficiency.
  • B. Neighborhood Youth Corps
    The Neighborhood Youth Corps was a U.S. federal program that provided part-time employment and job training to low-income teenagers and young adults to help them stay in school and gain work experience.
  • C. New York State Mentoring Program
    The New York State Mentoring Program is a statewide initiative that pairs at-risk youth with volunteer adult mentors to support their academic, social, and personal development.
  • D. Intercommunal Youth Institute
    The Intercommunal Youth Institute was an alternative school created by the Black Panther Party to provide politically conscious, community-centered education to Black youth.
  • 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: After School Matters youth program
Triple: [Maggie Daley, notableWork, After School Matters youth program]
Generated description
After School Matters youth program is a Chicago-based nonprofit initiative that provides teens with after-school and summer opportunities in the arts, sports, technology, and communications to build skills and prepare for the future.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: After School Matters youth program
Target entity description: After School Matters youth program is a Chicago-based nonprofit initiative that provides teens with after-school and summer opportunities in the arts, sports, technology, and communications to build skills and prepare for the future.
  • A. Urban Youth Empowerment Program
    Urban Youth Empowerment Program is a National Urban League initiative that provides education, job training, and support services to help at-risk and unemployed young adults transition into stable employment and self-sufficiency.
  • B. Neighborhood Youth Corps
    The Neighborhood Youth Corps was a U.S. federal program that provided part-time employment and job training to low-income teenagers and young adults to help them stay in school and gain work experience.
  • C. New York State Mentoring Program
    The New York State Mentoring Program is a statewide initiative that pairs at-risk youth with volunteer adult mentors to support their academic, social, and personal development.
  • D. Intercommunal Youth Institute
    The Intercommunal Youth Institute was an alternative school created by the Black Panther Party to provide politically conscious, community-centered education to Black youth.
  • 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_69c0085a1ed08190a7e9a8b6323fd680 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038003c408190b2a89df0b759dcbf completed March 22, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c03a95688190bfd51d7ada1e538f completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c2513aa88190866a59e0b75ef93f completed March 23, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69c0c31cd8808190b2f5c7c83f2e4c72 completed March 23, 2026, 4:35 a.m.
Created at: March 22, 2026, 4 p.m.