Triple

T1071766
Position Surface form Disambiguated ID Type / Status
Subject National Institute of Food and Agriculture E23343 entity
Predicate operatesProgram P1688 FINISHED
Object Children, Youth, and Families at Risk Program
The Children, Youth, and Families at Risk Program is a U.S. federal initiative that supports community-based projects to improve the well-being and future prospects of vulnerable children, adolescents, and their families.
E29428 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: Children, Youth, and Families at Risk Program | Statement: [National Institute of Food and Agriculture, operatesProgram, Children, Youth, and Families at Risk Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Children, Youth, and Families at Risk Program
Context triple: [National Institute of Food and Agriculture, operatesProgram, Children, Youth, and Families at Risk Program]
  • A. Office of Child and Youth Protection
    The Office of Child and Youth Protection is a department of the U.S. Catholic bishops dedicated to implementing and overseeing policies and programs that prevent child abuse and ensure safe environments within the Church.
  • B. Youth and Family Services Division
    The Youth and Family Services Division is a specialized unit of Washington, D.C.’s Metropolitan Police Department focused on protecting and supporting children, youth, and families through investigations, outreach, and related services.
  • C. Child Protection Division
    The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
  • D. Administration for Children and Families
    The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
  • E. General Directorate of Juvenile Welfare
    The General Directorate of Juvenile Welfare is a specialized division of Egypt’s national police responsible for handling juvenile-related issues, including the protection, rehabilitation, and legal processing of minors in conflict with the law.
  • 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: Children, Youth, and Families at Risk Program
Triple: [National Institute of Food and Agriculture, operatesProgram, Children, Youth, and Families at Risk Program]
Generated description
The Children, Youth, and Families at Risk Program is a U.S. federal initiative that supports community-based projects to improve the well-being and future prospects of vulnerable children, adolescents, and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Children, Youth, and Families at Risk Program
Target entity description: The Children, Youth, and Families at Risk Program is a U.S. federal initiative that supports community-based projects to improve the well-being and future prospects of vulnerable children, adolescents, and their families.
  • A. Office of Child and Youth Protection
    The Office of Child and Youth Protection is a department of the U.S. Catholic bishops dedicated to implementing and overseeing policies and programs that prevent child abuse and ensure safe environments within the Church.
  • B. Youth and Family Services Division
    The Youth and Family Services Division is a specialized unit of Washington, D.C.’s Metropolitan Police Department focused on protecting and supporting children, youth, and families through investigations, outreach, and related services.
  • C. Child Protection Division
    The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
  • D. Administration for Children and Families chosen
    The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
  • E. General Directorate of Juvenile Welfare
    The General Directorate of Juvenile Welfare is a specialized division of Egypt’s national police responsible for handling juvenile-related issues, including the protection, rehabilitation, and legal processing of minors in conflict with the law.
  • F. None of above.

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_69a493ee1f908190992b5f0d1b04459b completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b9296c5c8190a3060fbfdf24f029 completed March 1, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42a70ab88190ba0f0a62b19af871 completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac438772f08190a47a1fbbda306b8a completed March 7, 2026, 3:25 p.m.
NED2 Entity disambiguation (via description) batch_69ac4413c7488190b6d5edc5884f6e61 completed March 7, 2026, 3:28 p.m.
Created at: March 1, 2026, 7:42 p.m.