Triple

T371085

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lilly Ledbetter	`E8269`	entity
Predicate	notableFor	`P22`	FINISHED
Object	Lilly Ledbetter Fair Pay Act of 2009 The Lilly Ledbetter Fair Pay Act of 2009 is a U.S. federal law that restores and strengthens workers’ ability to challenge unequal pay by resetting the statute of limitations with each discriminatory paycheck.	`E47192`	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: Lilly Ledbetter Fair Pay Act of 2009 | Statement: [Lilly Ledbetter, notableFor, Lilly Ledbetter Fair Pay Act of 2009]

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

Target entity: Lilly Ledbetter Fair Pay Act of 2009
Context triple: [Lilly Ledbetter, notableFor, Lilly Ledbetter Fair Pay Act of 2009]

A. Equal Pay Act of 1963
The Equal Pay Act of 1963 is a U.S. federal law that prohibits wage discrimination based on sex, requiring that men and women receive equal pay for equal work.
B. Fair Labor Standards Amendments of 1977
The Fair Labor Standards Amendments of 1977 were U.S. federal legislative changes that updated wage and hour protections, including raising the minimum wage and expanding coverage under the Fair Labor Standards Act.
C. Fair Labor Standards Amendments of 1974
The Fair Labor Standards Amendments of 1974 were U.S. federal legislative changes that expanded minimum wage and overtime protections to additional categories of workers, including many public-sector and domestic employees.
D. Fair Labor Standards Amendments of 1985
The Fair Labor Standards Amendments of 1985 are U.S. federal legislative changes that, among other provisions, clarified and modified wage, hour, and overtime rules—particularly for public sector employees—under the Fair Labor Standards Act.
E. Civil Rights Act of 1991
The Civil Rights Act of 1991 is a U.S. federal law that strengthened and expanded workplace discrimination protections, including by enhancing employees’ rights to sue and recover damages for intentional discrimination.
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: Lilly Ledbetter Fair Pay Act of 2009
Triple: [Lilly Ledbetter, notableFor, Lilly Ledbetter Fair Pay Act of 2009]

Generated description

The Lilly Ledbetter Fair Pay Act of 2009 is a U.S. federal law that restores and strengthens workers’ ability to challenge unequal pay by resetting the statute of limitations with each discriminatory paycheck.

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

Target entity: Lilly Ledbetter Fair Pay Act of 2009
Target entity description: The Lilly Ledbetter Fair Pay Act of 2009 is a U.S. federal law that restores and strengthens workers’ ability to challenge unequal pay by resetting the statute of limitations with each discriminatory paycheck.

A. Equal Pay Act of 1963
The Equal Pay Act of 1963 is a U.S. federal law that prohibits wage discrimination based on sex, requiring that men and women receive equal pay for equal work.
B. Fair Labor Standards Amendments of 1977
The Fair Labor Standards Amendments of 1977 were U.S. federal legislative changes that updated wage and hour protections, including raising the minimum wage and expanding coverage under the Fair Labor Standards Act.
C. Fair Labor Standards Amendments of 1974
The Fair Labor Standards Amendments of 1974 were U.S. federal legislative changes that expanded minimum wage and overtime protections to additional categories of workers, including many public-sector and domestic employees.
D. Fair Labor Standards Amendments of 1985
The Fair Labor Standards Amendments of 1985 are U.S. federal legislative changes that, among other provisions, clarified and modified wage, hour, and overtime rules—particularly for public sector employees—under the Fair Labor Standards Act.
E. Civil Rights Act of 1991
The Civil Rights Act of 1991 is a U.S. federal law that strengthened and expanded workplace discrimination protections, including by enhancing employees’ rights to sue and recover damages for intentional discrimination.
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_69a2e7f2ec648190b42bc7db424f8109`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2ebff472881909fad81d597425ea6`	completed	Feb. 28, 2026, 1:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3f0a78c748190ae5e64919f1d6501`	completed	March 1, 2026, 7:54 a.m.
NEDg	Description generation	`batch_69a3f0fc6984819092d92f76055d3f19`	completed	March 1, 2026, 7:55 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3f16c66a081909a449fc3b606aaf9`	completed	March 1, 2026, 7:57 a.m.

Created at: Feb. 28, 2026, 1:08 p.m.