Triple

T9537414
Position Surface form Disambiguated ID Type / Status
Subject Government of the City of Philadelphia E230052 entity
Predicate hasAgency P3933 FINISHED
Object Philadelphia Office of Children and Families
The Philadelphia Office of Children and Families is a municipal agency that oversees and coordinates services related to education, child welfare, and family support for residents of Philadelphia.
E804904 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: Philadelphia Office of Children and Families | Statement: [Government of the City of Philadelphia, hasAgency, Philadelphia Office of Children and Families]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philadelphia Office of Children and Families
Context triple: [Government of the City of Philadelphia, hasAgency, Philadelphia Office of Children and Families]
  • A. Pennsylvania Department of Human Services
    The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. District of Columbia Child and Family Services Agency
    The District of Columbia Child and Family Services Agency is the DC government agency responsible for protecting children from abuse and neglect and providing child welfare and family support services in Washington, D.C.
  • 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: Philadelphia Office of Children and Families
Triple: [Government of the City of Philadelphia, hasAgency, Philadelphia Office of Children and Families]
Generated description
The Philadelphia Office of Children and Families is a municipal agency that oversees and coordinates services related to education, child welfare, and family support for residents of Philadelphia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philadelphia Office of Children and Families
Target entity description: The Philadelphia Office of Children and Families is a municipal agency that oversees and coordinates services related to education, child welfare, and family support for residents of Philadelphia.
  • A. Pennsylvania Department of Human Services
    The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. District of Columbia Child and Family Services Agency
    The District of Columbia Child and Family Services Agency is the DC government agency responsible for protecting children from abuse and neglect and providing child welfare and family support services in Washington, D.C.
  • 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_69ca847b1b3081908f72bc932c17cc41 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98ce884c8190a8b3c2dc7c73c2c9 completed April 1, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c5684308190a9cb2942f7d2f2b0 completed April 4, 2026, 5:37 p.m.
NEDg Description generation batch_69d14ce2abe48190b554d08ca34508b0 completed April 4, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69d14d6abc9481909401a8cc097c304d completed April 4, 2026, 5:42 p.m.
Created at: March 30, 2026, 8:01 p.m.