Triple

T2111750
Position Surface form Disambiguated ID Type / Status
Subject Office of Elementary and Secondary Education E42518 entity
Predicate overseesProgram P86 FINISHED
Object Promise Neighborhoods program
The Promise Neighborhoods program is a U.S. federal initiative that supports comprehensive, community-based efforts to improve educational and developmental outcomes for children and youth in distressed neighborhoods.
E234118 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: Promise Neighborhoods program | Statement: [Office of Elementary and Secondary Education, overseesProgram, Promise Neighborhoods program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Promise Neighborhoods program
Context triple: [Office of Elementary and Secondary Education, overseesProgram, Promise Neighborhoods program]
  • A. Neighborhood Stabilization Program
    The Neighborhood Stabilization Program is a federal initiative created to help communities recover from the foreclosure crisis by funding the purchase, rehabilitation, and redevelopment of abandoned and foreclosed homes.
  • B. Neighborhood Prosecutor Program
    The Neighborhood Prosecutor Program is a community-based initiative of the Los Angeles City Attorney’s Office that assigns prosecutors to specific neighborhoods to address local quality-of-life and public safety issues through proactive, collaborative problem-solving.
  • C. 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.
  • D. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • E. Aspirational Districts Programme
    The Aspirational Districts Programme is an Indian government initiative aimed at rapidly transforming underdeveloped districts by improving key socio-economic indicators through focused, data-driven governance and targeted interventions.
  • 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: Promise Neighborhoods program
Triple: [Office of Elementary and Secondary Education, overseesProgram, Promise Neighborhoods program]
Generated description
The Promise Neighborhoods program is a U.S. federal initiative that supports comprehensive, community-based efforts to improve educational and developmental outcomes for children and youth in distressed neighborhoods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Promise Neighborhoods program
Target entity description: The Promise Neighborhoods program is a U.S. federal initiative that supports comprehensive, community-based efforts to improve educational and developmental outcomes for children and youth in distressed neighborhoods.
  • A. Neighborhood Stabilization Program
    The Neighborhood Stabilization Program is a federal initiative created to help communities recover from the foreclosure crisis by funding the purchase, rehabilitation, and redevelopment of abandoned and foreclosed homes.
  • B. Neighborhood Prosecutor Program
    The Neighborhood Prosecutor Program is a community-based initiative of the Los Angeles City Attorney’s Office that assigns prosecutors to specific neighborhoods to address local quality-of-life and public safety issues through proactive, collaborative problem-solving.
  • C. 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.
  • D. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • E. Aspirational Districts Programme
    The Aspirational Districts Programme is an Indian government initiative aimed at rapidly transforming underdeveloped districts by improving key socio-economic indicators through focused, data-driven governance and targeted interventions.
  • 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_69a8871040f08190aac2e2d0ab6b47ad completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbb0369a88190af02f0e4e05e2511 completed March 7, 2026, 5:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae30721e1c8190869d577f58015141 completed March 9, 2026, 2:29 a.m.
NEDg Description generation batch_69ae3112c4648190952ad02ef8037b36 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae319b3d688190adea922024e552cd completed March 9, 2026, 2:34 a.m.
Created at: March 4, 2026, 7:43 p.m.