Triple

T10198510
Position Surface form Disambiguated ID Type / Status
Subject Families First Coronavirus Response Act E238824 entity
Predicate containsTitle P3254 FINISHED
Object Emergency Family and Medical Leave Expansion Act
The Emergency Family and Medical Leave Expansion Act is a U.S. law enacted during the COVID-19 pandemic that temporarily broadened job-protected, partially paid family and medical leave for certain employees affected by school and childcare closures.
E238824 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: Emergency Family and Medical Leave Expansion Act | Statement: [Families First Coronavirus Response Act, containsTitle, Emergency Family and Medical Leave Expansion Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emergency Family and Medical Leave Expansion Act
Context triple: [Families First Coronavirus Response Act, containsTitle, Emergency Family and Medical Leave Expansion Act]
  • A. Families First Coronavirus Response Act
    The Families First Coronavirus Response Act is a U.S. federal law enacted in March 2020 that provided emergency paid sick leave, expanded family and medical leave, free COVID-19 testing, and increased funding for food assistance and unemployment programs in response to the COVID-19 pandemic.
  • B. 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.
  • C. Coronavirus Aid, Relief, and Economic Security Act
    The Coronavirus Aid, Relief, and Economic Security (CARES) Act is a major U.S. federal law enacted in 2020 that provided over $2 trillion in economic stimulus and emergency support in response to the COVID-19 pandemic.
  • D. Emergency Medical Treatment and Active Labor Act
    The Emergency Medical Treatment and Active Labor Act is a U.S. federal law that requires hospitals to provide emergency medical screening and stabilizing treatment to anyone seeking care, regardless of their ability to pay or insurance status.
  • E. FAST Act
    The FAST Act is a U.S. federal law that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and rail.
  • 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: Emergency Family and Medical Leave Expansion Act
Triple: [Families First Coronavirus Response Act, containsTitle, Emergency Family and Medical Leave Expansion Act]
Generated description
The Emergency Family and Medical Leave Expansion Act is a U.S. law enacted during the COVID-19 pandemic that temporarily broadened job-protected, partially paid family and medical leave for certain employees affected by school and childcare closures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emergency Family and Medical Leave Expansion Act
Target entity description: The Emergency Family and Medical Leave Expansion Act is a U.S. law enacted during the COVID-19 pandemic that temporarily broadened job-protected, partially paid family and medical leave for certain employees affected by school and childcare closures.
  • A. Families First Coronavirus Response Act chosen
    The Families First Coronavirus Response Act is a U.S. federal law enacted in March 2020 that provided emergency paid sick leave, expanded family and medical leave, free COVID-19 testing, and increased funding for food assistance and unemployment programs in response to the COVID-19 pandemic.
  • B. 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.
  • C. Coronavirus Aid, Relief, and Economic Security Act
    The Coronavirus Aid, Relief, and Economic Security (CARES) Act is a major U.S. federal law enacted in 2020 that provided over $2 trillion in economic stimulus and emergency support in response to the COVID-19 pandemic.
  • D. Emergency Medical Treatment and Active Labor Act
    The Emergency Medical Treatment and Active Labor Act is a U.S. federal law that requires hospitals to provide emergency medical screening and stabilizing treatment to anyone seeking care, regardless of their ability to pay or insurance status.
  • E. FAST Act
    The FAST Act is a U.S. federal law that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and rail.
  • F. None of above.

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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee3c44408190b09fa41f2d257c04 completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317eca3f88190a47009be6f96977e completed April 6, 2026, 2:18 a.m.
NEDg Description generation batch_69d319cb6e8c8190926bacedd18f5ded completed April 6, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69d31a5417f48190ac4449b44b555320 completed April 6, 2026, 2:28 a.m.
Created at: March 30, 2026, 9:14 p.m.