Triple

T2435909
Position Surface form Disambiguated ID Type / Status
Subject PRWORA E52958 entity
Predicate containsTitle P3254 FINISHED
Object Title V – Child Protection
Title V – Child Protection is a section of the Personal Responsibility and Work Opportunity Reconciliation Act focused on strengthening laws and policies to prevent child abuse, neglect, and exploitation.
E266516 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: Title V – Child Protection | Statement: [PRWORA, containsTitle, Title V – Child Protection]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title V – Child Protection
Context triple: [PRWORA, containsTitle, Title V – Child Protection]
  • A. Child Protection Division
    The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
  • B. Office of Child and Youth Protection
    The Office of Child and Youth Protection is a department of the U.S. Catholic bishops dedicated to implementing and overseeing policies and programs that prevent child abuse and ensure safe environments within the Church.
  • C. Title IX – Intervention and Removal of Cases
    "Title IX – Intervention and Removal of Cases" is a provision of the Civil Rights Act of 1964 that governs when and how certain civil rights lawsuits can be intervened in or transferred from state to federal courts.
  • D. Title V
    Title V is the section of the Americans with Disabilities Act that contains miscellaneous provisions, including rules on retaliation, attorney’s fees, and the relationship of the ADA to other laws.
  • E. Title V
    Title V is a section of the Superfund Amendments and Reauthorization Act of 1986 that addresses emergency planning and community right-to-know provisions related to hazardous chemicals and toxic releases.
  • 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: Title V – Child Protection
Triple: [PRWORA, containsTitle, Title V – Child Protection]
Generated description
Title V – Child Protection is a section of the Personal Responsibility and Work Opportunity Reconciliation Act focused on strengthening laws and policies to prevent child abuse, neglect, and exploitation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title V – Child Protection
Target entity description: Title V – Child Protection is a section of the Personal Responsibility and Work Opportunity Reconciliation Act focused on strengthening laws and policies to prevent child abuse, neglect, and exploitation.
  • A. Child Protection Division
    The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
  • B. Office of Child and Youth Protection
    The Office of Child and Youth Protection is a department of the U.S. Catholic bishops dedicated to implementing and overseeing policies and programs that prevent child abuse and ensure safe environments within the Church.
  • C. Title IX – Intervention and Removal of Cases
    "Title IX – Intervention and Removal of Cases" is a provision of the Civil Rights Act of 1964 that governs when and how certain civil rights lawsuits can be intervened in or transferred from state to federal courts.
  • D. Title V
    Title V is the section of the Americans with Disabilities Act that contains miscellaneous provisions, including rules on retaliation, attorney’s fees, and the relationship of the ADA to other laws.
  • E. Title V
    Title V is a section of the Superfund Amendments and Reauthorization Act of 1986 that addresses emergency planning and community right-to-know provisions related to hazardous chemicals and toxic releases.
  • 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_69abc9cd49b48190bff10a5ab7cef483 completed March 7, 2026, 6:46 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.