Triple

T3095082
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Department of Children and Families E64574 entity
Predicate formerName P65 FINISHED
Object Massachusetts Department of Social Services E64574 NE FINISHED

How this triple was built (2 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: Massachusetts Department of Social Services | Statement: [Massachusetts Department of Children and Families, formerName, Massachusetts Department of Social Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Department of Social Services
Context triple: [Massachusetts Department of Children and Families, formerName, Massachusetts Department of Social Services]
  • A. Massachusetts Department of Children and Families chosen
    The Massachusetts Department of Children and Families is the state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services across Massachusetts.
  • B. Massachusetts Department of Transitional Assistance
    The Massachusetts Department of Transitional Assistance is a state agency that administers public assistance programs such as food, cash, and employment support for low-income individuals and families in Massachusetts.
  • C. Massachusetts Department of Developmental Services
    The Massachusetts Department of Developmental Services is a state agency that provides and coordinates services and supports for individuals with intellectual and developmental disabilities and their families across Massachusetts.
  • D. Massachusetts Department of Mental Health
    The Massachusetts Department of Mental Health is the state agency responsible for providing, coordinating, and overseeing public mental health services and policy for residents of Massachusetts.
  • E. Massachusetts Department of Youth Services
    The Massachusetts Department of Youth Services is the state agency responsible for juvenile justice services, including the custody, rehabilitation, and treatment of young offenders in Massachusetts.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ad857c97d88190b26f9b1c90839c77 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada239a8c88190a746892b56ee7e02 completed March 8, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f5115708190bc4af2a26d43014f completed March 12, 2026, 12:56 a.m.
Created at: March 8, 2026, 3:03 p.m.