Triple

T7397561
Position Surface form Disambiguated ID Type / Status
Subject Public Law 102-166 E170659 entity
Predicate title P38 FINISHED
Object Title I – Federal Civil Rights Remedies
Title I – Federal Civil Rights Remedies is a section of the Civil Rights Act of 1991 that strengthens and expands legal protections and remedies for individuals facing employment discrimination in the United States.
E661271 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 I – Federal Civil Rights Remedies | Statement: [Public Law 102-166, title, Title I – Federal Civil Rights Remedies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title I – Federal Civil Rights Remedies
Context triple: [Public Law 102-166, title, Title I – Federal Civil Rights Remedies]
  • A. Title I
    Title I is the section of the Digital Millennium Copyright Act that implements anti-circumvention measures and related protections for digital rights management technologies.
  • B. Title I
    Title I is the section of the Economic Opportunity Act of 1964 that established and authorized the federal Job Corps program to provide education, training, and employment opportunities for disadvantaged youth.
  • C. Title I
    Title I is the section of the Civil Rights Act of 1964 that addresses voting rights protections, particularly by prohibiting unequal application of voter registration requirements.
  • D. Title X of the Civil Rights Act of 1964
    Title X of the Civil Rights Act of 1964 is the section of the landmark federal civil rights law that establishes the Community Relations Service to help communities resolve disputes and tensions arising from discriminatory practices.
  • E. Title I – Bill of Rights of Members of Labor Organizations
    Title I – Bill of Rights of Members of Labor Organizations is the section of U.S. federal labor law that guarantees union members basic democratic rights within their unions, such as free speech, fair elections, and protection from improper disciplinary actions.
  • 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 I – Federal Civil Rights Remedies
Triple: [Public Law 102-166, title, Title I – Federal Civil Rights Remedies]
Generated description
Title I – Federal Civil Rights Remedies is a section of the Civil Rights Act of 1991 that strengthens and expands legal protections and remedies for individuals facing employment discrimination in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title I – Federal Civil Rights Remedies
Target entity description: Title I – Federal Civil Rights Remedies is a section of the Civil Rights Act of 1991 that strengthens and expands legal protections and remedies for individuals facing employment discrimination in the United States.
  • A. Title I
    Title I is the section of the Digital Millennium Copyright Act that implements anti-circumvention measures and related protections for digital rights management technologies.
  • B. Title I
    Title I is the section of the Economic Opportunity Act of 1964 that established and authorized the federal Job Corps program to provide education, training, and employment opportunities for disadvantaged youth.
  • C. Title I
    Title I is the section of the Civil Rights Act of 1964 that addresses voting rights protections, particularly by prohibiting unequal application of voter registration requirements.
  • D. Title X of the Civil Rights Act of 1964
    Title X of the Civil Rights Act of 1964 is the section of the landmark federal civil rights law that establishes the Community Relations Service to help communities resolve disputes and tensions arising from discriminatory practices.
  • E. Title I – Bill of Rights of Members of Labor Organizations
    Title I – Bill of Rights of Members of Labor Organizations is the section of U.S. federal labor law that guarantees union members basic democratic rights within their unions, such as free speech, fair elections, and protection from improper disciplinary actions.
  • 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_69c68a5f04188190ac266569c9280347 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f24abcd08190b8428fa22b2fbd4f completed March 27, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81101dd448190bcf221f7625c9d34 completed March 28, 2026, 5:33 p.m.
NEDg Description generation batch_69c811b681b48190a5161871f1f400f9 completed March 28, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8122513d88190ab12f649e8d0d59b completed March 28, 2026, 5:38 p.m.
Created at: March 27, 2026, 3:09 p.m.