Triple

T10800382
Position Surface form Disambiguated ID Type / Status
Subject Illinois Parentage Act E254821 entity
Predicate enforcedBy P1115 FINISHED
Object Illinois Department of Healthcare and Family Services
The Illinois Department of Healthcare and Family Services is a state agency responsible for administering public health coverage and child support services, including enforcing laws related to parentage and family obligations in Illinois.
E886495 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: Illinois Department of Healthcare and Family Services | Statement: [Illinois Parentage Act, enforcedBy, Illinois Department of Healthcare and Family Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Illinois Department of Healthcare and Family Services
Context triple: [Illinois Parentage Act, enforcedBy, Illinois Department of Healthcare and Family Services]
  • A. Illinois Department of Human Services
    The Illinois Department of Human Services is a state agency that administers a wide range of social service, mental health, disability, and public assistance programs for residents of Illinois.
  • B. Illinois Department of Children and Family Services
    The Illinois Department of Children and Family Services is the state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services across Illinois.
  • C. Indiana Department of Child Services
    The Indiana Department of Child Services is a state agency responsible for protecting children from abuse and neglect, overseeing foster care and adoption, and administering child welfare services across Indiana.
  • D. Indiana Family and Social Services Administration
    The Indiana Family and Social Services Administration is a state agency responsible for administering health care, social services, and support programs for vulnerable children, adults, and families in Indiana.
  • E. Chicago Department of Family and Support Services
    The Chicago Department of Family and Support Services is a city agency that delivers social services and support programs to children, seniors, families, and vulnerable residents across Chicago.
  • 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: Illinois Department of Healthcare and Family Services
Triple: [Illinois Parentage Act, enforcedBy, Illinois Department of Healthcare and Family Services]
Generated description
The Illinois Department of Healthcare and Family Services is a state agency responsible for administering public health coverage and child support services, including enforcing laws related to parentage and family obligations in Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Illinois Department of Healthcare and Family Services
Target entity description: The Illinois Department of Healthcare and Family Services is a state agency responsible for administering public health coverage and child support services, including enforcing laws related to parentage and family obligations in Illinois.
  • A. Illinois Department of Human Services
    The Illinois Department of Human Services is a state agency that administers a wide range of social service, mental health, disability, and public assistance programs for residents of Illinois.
  • B. Illinois Department of Children and Family Services
    The Illinois Department of Children and Family Services is the state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services across Illinois.
  • C. Indiana Department of Child Services
    The Indiana Department of Child Services is a state agency responsible for protecting children from abuse and neglect, overseeing foster care and adoption, and administering child welfare services across Indiana.
  • D. Indiana Family and Social Services Administration
    The Indiana Family and Social Services Administration is a state agency responsible for administering health care, social services, and support programs for vulnerable children, adults, and families in Indiana.
  • E. Chicago Department of Family and Support Services
    The Chicago Department of Family and Support Services is a city agency that delivers social services and support programs to children, seniors, families, and vulnerable residents across Chicago.
  • 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_69d6aa61c15c8190a1839550c56e75e1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7336d1b5c8190949144bba2fa0e76 completed April 9, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69de566e7d408190946864e28c294075 completed April 14, 2026, 2:59 p.m.
NEDg Description generation batch_69de5eaf3cc08190935cb6ddf2020166 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de63a902f4819089845bc6d7469c6b completed April 14, 2026, 3:56 p.m.
Created at: April 8, 2026, 9:18 p.m.