Triple

T2435916

Position	Surface form	Disambiguated ID	Type / Status
Subject	PRWORA	`E52958`	entity
Predicate	affectedProgram	`P13559`	FINISHED
Object	Child Support Enforcement Program The Child Support Enforcement Program is a U.S. federal-state initiative that works to establish paternity, locate noncustodial parents, and secure financial support for children from their parents.	`E266520`	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: Child Support Enforcement Program | Statement: [PRWORA, affectedProgram, Child Support Enforcement Program]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Child Support Enforcement Program
Context triple: [PRWORA, affectedProgram, Child Support Enforcement Program]

A. Office of Child Support Services
The Office of Child Support Services is a federal division that oversees and supports state and tribal programs to establish, enforce, and collect child support for families.
B. California Department of Child Support Services
The California Department of Child Support Services is the state agency responsible for establishing, enforcing, and managing child support orders and payments to ensure the financial well-being of children in California.
C. Oregon Department of Justice Child Support Program
The Oregon Department of Justice Child Support Program is a state agency division that establishes, enforces, and collects child support to ensure financial support for children in Oregon.
D. Child Maintenance Service
The Child Maintenance Service is a UK government body that calculates, collects, and enforces financial support payments from non-resident parents to help with the costs of raising their children.
E. 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.
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: Child Support Enforcement Program
Triple: [PRWORA, affectedProgram, Child Support Enforcement Program]

Generated description

The Child Support Enforcement Program is a U.S. federal-state initiative that works to establish paternity, locate noncustodial parents, and secure financial support for children from their parents.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Child Support Enforcement Program
Target entity description: The Child Support Enforcement Program is a U.S. federal-state initiative that works to establish paternity, locate noncustodial parents, and secure financial support for children from their parents.

A. Office of Child Support Services
The Office of Child Support Services is a federal division that oversees and supports state and tribal programs to establish, enforce, and collect child support for families.
B. California Department of Child Support Services
The California Department of Child Support Services is the state agency responsible for establishing, enforcing, and managing child support orders and payments to ensure the financial well-being of children in California.
C. Oregon Department of Justice Child Support Program
The Oregon Department of Justice Child Support Program is a state agency division that establishes, enforces, and collects child support to ensure financial support for children in Oregon.
D. Child Maintenance Service
The Child Maintenance Service is a UK government body that calculates, collects, and enforces financial support payments from non-resident parents to help with the costs of raising their children.
E. 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.
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_69ab4959bcc0819083246f9fb10439e3`	completed	March 6, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69abd0db08948190b2a9e36aebbcdaa1`	completed	March 7, 2026, 7:16 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69aebf6e23088190b0ce2feaa3eddda4`	completed	March 9, 2026, 12:39 p.m.
NEDg	Description generation	`batch_69aec7eb422c8190a568a8e1e98cbca8`	completed	March 9, 2026, 1:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69aecc1438588190a87c15cbfe48ba7f`	completed	March 9, 2026, 1:33 p.m.

Created at: March 6, 2026, 9:43 p.m.