Triple

T14101434
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Rules of Juvenile Procedure E339389 entity
Predicate appliesTo P1129 FINISHED
Object 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.
E1080168 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: Department of Children and Families | Statement: [Massachusetts Rules of Juvenile Procedure, appliesTo, Department of Children and Families]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Children and Families
Context triple: [Massachusetts Rules of Juvenile Procedure, appliesTo, Department of Children and Families]
  • A. Children and Family Services Division
    The Children and Family Services Division is a unit within California’s state social services system that oversees child welfare programs, including child protection, foster care, and adoption services.
  • B. 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.
  • 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. Division of Family and Community Services
    The Division of Family and Community Services is a branch of Illinois state government that administers programs and support services aimed at assisting families, children, and vulnerable residents with basic needs and social services.
  • E. 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.
  • 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: Department of Children and Families
Triple: [Massachusetts Rules of Juvenile Procedure, appliesTo, Department of Children and Families]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Children and Families
Target entity description: 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.
  • A. Children and Family Services Division
    The Children and Family Services Division is a unit within California’s state social services system that oversees child welfare programs, including child protection, foster care, and adoption services.
  • B. 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.
  • 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. Division of Family and Community Services
    The Division of Family and Community Services is a branch of Illinois state government that administers programs and support services aimed at assisting families, children, and vulnerable residents with basic needs and social services.
  • E. 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.
  • 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_69d81c69b5c8819094aa1abf18302908 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5fbbf0b08190ba1ea3657d6db005 completed April 14, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0b108908190b4b408f21ecb877a completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd5533dc88190b0ca6c0d7d47d84e completed May 7, 2026, 6:09 p.m.
NED2 Entity disambiguation (via description) batch_69fcd61f06e881909c3c42b83f858471 completed May 7, 2026, 6:12 p.m.
Created at: April 9, 2026, 10:22 p.m.