Triple

T19504094
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Department of Human Services E487974 entity
Predicate hasPart P35 FINISHED
Object Office of Children, Youth and Families
The Office of Children, Youth and Families is a Pennsylvania state agency division responsible for overseeing child welfare, foster care, adoption services, and youth development programs.
E1380595 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: Office of Children, Youth and Families | Statement: [Pennsylvania Department of Human Services, hasPart, Office of Children, Youth and Families]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Children, Youth and Families
Context triple: [Pennsylvania Department of Human Services, hasPart, Office of Children, Youth and Families]
  • A. Administration on Children, Youth and Families
    The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and families.
  • B. 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.
  • C. Youth and Family Services Department
    The Youth and Family Services Department is a Hanover Township agency that provides counseling, support, and developmental programs for children, adolescents, and their families.
  • D. Department of Children and Families
    The Department of Children and Families is a Massachusetts state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services.
  • E. Division of Family and Children Services
    The Division of Family and Children Services is the Georgia state agency responsible for child welfare, foster care, adoption services, and public assistance programs such as food stamps and Medicaid eligibility.
  • 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: Office of Children, Youth and Families
Triple: [Pennsylvania Department of Human Services, hasPart, Office of Children, Youth and Families]
Generated description
The Office of Children, Youth and Families is a Pennsylvania state agency division responsible for overseeing child welfare, foster care, adoption services, and youth development programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Children, Youth and Families
Target entity description: The Office of Children, Youth and Families is a Pennsylvania state agency division responsible for overseeing child welfare, foster care, adoption services, and youth development programs.
  • A. Administration on Children, Youth and Families
    The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and families.
  • B. 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.
  • C. Youth and Family Services Department
    The Youth and Family Services Department is a Hanover Township agency that provides counseling, support, and developmental programs for children, adolescents, and their families.
  • D. Department of Children and Families
    The Department of Children and Families is a Massachusetts state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services.
  • E. Division of Family and Children Services
    The Division of Family and Children Services is the Georgia state agency responsible for child welfare, foster care, adoption services, and public assistance programs such as food stamps and Medicaid eligibility.
  • 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_69d8e8d9d1c88190b01cd78b8be49384 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e635105db8819084915dc2d047188d completed April 20, 2026, 2:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07471d8090819086554e08c86c5fe0 completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a07480899788190b61de30bff1414d6 completed May 15, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_6a07491088a48190914abc69055cf807 completed May 15, 2026, 4:25 p.m.
Created at: April 10, 2026, 1:40 p.m.