Triple

T8101709
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Department of Youth Services E189128 entity
Predicate collaboratesWith P37 FINISHED
Object Massachusetts Department of Children and Families 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 Children and Families | Statement: [Massachusetts Department of Youth Services, collaboratesWith, Massachusetts Department of Children and Families]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Department of Children and Families
Context triple: [Massachusetts Department of Youth Services, collaboratesWith, Massachusetts Department of Children and Families]
  • 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 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.
  • 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. 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. Massachusetts Department of Early Education and Care
    The Massachusetts Department of Early Education and Care is a state agency responsible for overseeing and improving early childhood education and care programs for young children and their families across 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42bbf20c8190aa8c272b5c39002d completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc941075588190a9b12e2f873ba2a5 completed April 1, 2026, 3:42 a.m.
Created at: March 30, 2026, 5:31 p.m.