Triple

T21045031
Position Surface form Disambiguated ID Type / Status
Subject Executive branch of Louisiana E518425 entity
Predicate includes P1393 FINISHED
Object Louisiana Department of Children and Family Services
The Louisiana Department of Children and Family Services is the state agency responsible for child welfare, family support, and social services programs in Louisiana.
E1463273 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: Louisiana Department of Children and Family Services | Statement: [Executive branch of Louisiana, includes, Louisiana Department of Children and Family Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana Department of Children and Family Services
Context triple: [Executive branch of Louisiana, includes, Louisiana Department of Children and Family Services]
  • A. Texas Department of Family and Protective Services
    The Texas Department of Family and Protective Services is a state agency responsible for investigating abuse and neglect and providing protective and support services for children, vulnerable adults, and families in Texas.
  • B. DCFS
    DCFS is the Illinois state agency responsible for protecting children from abuse and neglect and overseeing child welfare and foster care services.
  • C. 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.
  • D. Administration on Children, Youth and Families
    The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and families.
  • E. Los Angeles County Department of Children and Family Services
    The Los Angeles County Department of Children and Family Services is the county agency responsible for child welfare, including abuse and neglect investigations, foster care, and family support services in Los Angeles County.
  • 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: Louisiana Department of Children and Family Services
Triple: [Executive branch of Louisiana, includes, Louisiana Department of Children and Family Services]
Generated description
The Louisiana Department of Children and Family Services is the state agency responsible for child welfare, family support, and social services programs in Louisiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana Department of Children and Family Services
Target entity description: The Louisiana Department of Children and Family Services is the state agency responsible for child welfare, family support, and social services programs in Louisiana.
  • A. Texas Department of Family and Protective Services
    The Texas Department of Family and Protective Services is a state agency responsible for investigating abuse and neglect and providing protective and support services for children, vulnerable adults, and families in Texas.
  • B. DCFS
    DCFS is the Illinois state agency responsible for protecting children from abuse and neglect and overseeing child welfare and foster care services.
  • C. 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.
  • D. Administration on Children, Youth and Families
    The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and families.
  • E. Los Angeles County Department of Children and Family Services
    The Los Angeles County Department of Children and Family Services is the county agency responsible for child welfare, including abuse and neglect investigations, foster care, and family support services in Los Angeles County.
  • 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_69e0b50438e08190917e2538bb8bc034 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fcf2fc4881909b9e3400864e6b82 completed April 21, 2026, 4:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09475512b081908ceb38a118b0f026 completed May 17, 2026, 4:43 a.m.
NEDg Description generation batch_6a09489e80288190b401d11ccde39dc1 completed May 17, 2026, 4:48 a.m.
NED2 Entity disambiguation (via description) batch_6a094995d5bc8190b25d328dbf06b8b1 completed May 17, 2026, 4:52 a.m.
Created at: April 16, 2026, 2:30 p.m.