Triple

T4129254
Position Surface form Disambiguated ID Type / Status
Subject Government of the State of New Jersey E84999 entity
Predicate hasDepartment P35 FINISHED
Object New Jersey Department of Human Services
The New Jersey Department of Human Services is the state agency responsible for administering a wide range of social services and public assistance programs to support the health and well-being of New Jersey residents, particularly vulnerable populations.
E416163 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: New Jersey Department of Human Services | Statement: [Government of the State of New Jersey, hasDepartment, New Jersey Department of Human Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Jersey Department of Human Services
Context triple: [Government of the State of New Jersey, hasDepartment, New Jersey Department of Human Services]
  • A. New York City Department of Social Services
    The New York City Department of Social Services is the municipal agency responsible for administering the city’s major public assistance, social service, and income support programs for low-income and vulnerable residents.
  • B. New York State Office of Children and Family Services
    The New York State Office of Children and Family Services is a state agency responsible for overseeing child welfare, juvenile justice, child care, and related family support services across New York.
  • C. 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.
  • D. New York City Administration for Children’s Services
    The New York City Administration for Children’s Services is the municipal agency responsible for protecting children from abuse and neglect, supporting families, and overseeing the city’s child welfare, juvenile justice, and early care services.
  • E. 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.
  • 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: New Jersey Department of Human Services
Triple: [Government of the State of New Jersey, hasDepartment, New Jersey Department of Human Services]
Generated description
The New Jersey Department of Human Services is the state agency responsible for administering a wide range of social services and public assistance programs to support the health and well-being of New Jersey residents, particularly vulnerable populations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Jersey Department of Human Services
Target entity description: The New Jersey Department of Human Services is the state agency responsible for administering a wide range of social services and public assistance programs to support the health and well-being of New Jersey residents, particularly vulnerable populations.
  • A. New York City Department of Social Services
    The New York City Department of Social Services is the municipal agency responsible for administering the city’s major public assistance, social service, and income support programs for low-income and vulnerable residents.
  • B. New York State Office of Children and Family Services
    The New York State Office of Children and Family Services is a state agency responsible for overseeing child welfare, juvenile justice, child care, and related family support services across New York.
  • C. 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.
  • D. New York City Administration for Children’s Services
    The New York City Administration for Children’s Services is the municipal agency responsible for protecting children from abuse and neglect, supporting families, and overseeing the city’s child welfare, juvenile justice, and early care services.
  • E. 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.
  • 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_69aed935ccd881909dc61f81bcdb7a78 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af021c5ca48190a829bab07dda55d0 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576bf503c8190be44139a908ee42d completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577ac31888190b6182b00bd5c709f completed March 14, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_69b57839ee548190804ef306fc9b3a6e completed March 14, 2026, 3:01 p.m.
Created at: March 9, 2026, 3:42 p.m.