Triple

T1661016
Position Surface form Disambiguated ID Type / Status
Subject Executive Office of Health and Human Services of Massachusetts E35906 entity
Predicate oversees P46 FINISHED
Object 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.
E188736 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: Massachusetts Department of Transitional Assistance | Statement: [Executive Office of Health and Human Services of Massachusetts, oversees, Massachusetts Department of Transitional Assistance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Transitional Assistance
Context triple: [Executive Office of Health and Human Services of Massachusetts, oversees, Massachusetts Department of Transitional Assistance]
  • A. Massachusetts Department of Children and Families
    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. New York State Office of Temporary and Disability Assistance
    The New York State Office of Temporary and Disability Assistance is a state agency responsible for administering public assistance, disability benefits, and support services to low-income and vulnerable residents of New York.
  • C. Maryland Department of Human Services
    The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
  • D. Massachusetts Executive Office of Housing and Livable Communities
    The Massachusetts Executive Office of Housing and Livable Communities is a state cabinet-level agency responsible for developing and implementing housing policy, affordable housing programs, and community development initiatives across the Commonwealth.
  • 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. 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: Massachusetts Department of Transitional Assistance
Triple: [Executive Office of Health and Human Services of Massachusetts, oversees, Massachusetts Department of Transitional Assistance]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Transitional Assistance
Target entity description: 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.
  • A. Massachusetts Department of Children and Families
    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. New York State Office of Temporary and Disability Assistance
    The New York State Office of Temporary and Disability Assistance is a state agency responsible for administering public assistance, disability benefits, and support services to low-income and vulnerable residents of New York.
  • C. Maryland Department of Human Services
    The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
  • D. Massachusetts Executive Office of Housing and Livable Communities
    The Massachusetts Executive Office of Housing and Livable Communities is a state cabinet-level agency responsible for developing and implementing housing policy, affordable housing programs, and community development initiatives across the Commonwealth.
  • 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. 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90ab2a3488190a67c110a70d652c9 completed March 5, 2026, 4:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad682ab8a08190bdb33d79d5083029 completed March 8, 2026, 12:14 p.m.
NEDg Description generation batch_69ad6be91e1c8190b3db2ba019e77ee3 completed March 8, 2026, 12:30 p.m.
NED2 Entity disambiguation (via description) batch_69ad6d161bd08190a7087d61f2d3a45e completed March 8, 2026, 12:35 p.m.
Created at: March 4, 2026, 7:29 p.m.