Triple

T1440351
Position Surface form Disambiguated ID Type / Status
Subject Pregnancy Discrimination Act of 1978 E31054 entity
Predicate relatedTo P37 FINISHED
Object Family and Medical Leave Act of 1993
The Family and Medical Leave Act of 1993 is a U.S. federal law that guarantees eligible employees unpaid, job-protected leave for specified family and medical reasons, such as childbirth, adoption, or serious health conditions.
E165274 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: Family and Medical Leave Act of 1993 | Statement: [Pregnancy Discrimination Act of 1978, relatedTo, Family and Medical Leave Act of 1993]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Family and Medical Leave Act of 1993
Context triple: [Pregnancy Discrimination Act of 1978, relatedTo, Family and Medical Leave Act of 1993]
  • A. Pregnancy Discrimination Act of 1978
    The Pregnancy Discrimination Act of 1978 is a U.S. federal law that prohibits employment discrimination on the basis of pregnancy, childbirth, or related medical conditions, requiring pregnant workers to be treated the same as others similar in ability or inability to work.
  • B. Consolidated Omnibus Budget Reconciliation Act of 1985
    The Consolidated Omnibus Budget Reconciliation Act of 1985 (COBRA) is a U.S. federal law that, among other provisions, allows workers and their families to continue employer-sponsored health insurance coverage for a limited time after job loss or other qualifying events.
  • C. Personal Responsibility and Work Opportunity Reconciliation Act of 1996
    The Personal Responsibility and Work Opportunity Reconciliation Act of 1996 is a landmark U.S. welfare reform law that overhauled federal assistance programs by imposing work requirements, time limits on benefits, and greater state control over welfare policy.
  • 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. 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.
  • 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: Family and Medical Leave Act of 1993
Triple: [Pregnancy Discrimination Act of 1978, relatedTo, Family and Medical Leave Act of 1993]
Generated description
The Family and Medical Leave Act of 1993 is a U.S. federal law that guarantees eligible employees unpaid, job-protected leave for specified family and medical reasons, such as childbirth, adoption, or serious health conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Family and Medical Leave Act of 1993
Target entity description: The Family and Medical Leave Act of 1993 is a U.S. federal law that guarantees eligible employees unpaid, job-protected leave for specified family and medical reasons, such as childbirth, adoption, or serious health conditions.
  • A. Pregnancy Discrimination Act of 1978
    The Pregnancy Discrimination Act of 1978 is a U.S. federal law that prohibits employment discrimination on the basis of pregnancy, childbirth, or related medical conditions, requiring pregnant workers to be treated the same as others similar in ability or inability to work.
  • B. Consolidated Omnibus Budget Reconciliation Act of 1985
    The Consolidated Omnibus Budget Reconciliation Act of 1985 (COBRA) is a U.S. federal law that, among other provisions, allows workers and their families to continue employer-sponsored health insurance coverage for a limited time after job loss or other qualifying events.
  • C. Personal Responsibility and Work Opportunity Reconciliation Act of 1996
    The Personal Responsibility and Work Opportunity Reconciliation Act of 1996 is a landmark U.S. welfare reform law that overhauled federal assistance programs by imposing work requirements, time limits on benefits, and greater state control over welfare policy.
  • 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. 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.
  • 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_69a4991633388190a4d61b5a98aa407a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c52e4ed881908d85e0cb9fe851ac completed March 1, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08bc290c8190902f47f718bd4f98 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09823ce481908b5db3ee9ebd1a88 completed March 8, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a8f17888190913c06641a6ac060 completed March 8, 2026, 5:35 a.m.
Created at: March 1, 2026, 8 p.m.