Triple

T10198513
Position Surface form Disambiguated ID Type / Status
Subject Families First Coronavirus Response Act E238824 entity
Predicate containsTitle P3254 FINISHED
Object Maintaining Essential Access to Lunch for Students Act
The Maintaining Essential Access to Lunch for Students Act is a U.S. legislative measure aimed at ensuring students continue to receive school meals during disruptions such as the COVID-19 pandemic.
E846806 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: Maintaining Essential Access to Lunch for Students Act | Statement: [Families First Coronavirus Response Act, containsTitle, Maintaining Essential Access to Lunch for Students Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maintaining Essential Access to Lunch for Students Act
Context triple: [Families First Coronavirus Response Act, containsTitle, Maintaining Essential Access to Lunch for Students Act]
  • A. Healthy, Hunger-Free Kids Act of 2010
    The Healthy, Hunger-Free Kids Act of 2010 is a U.S. federal law that overhauled school meal and child nutrition programs to improve food quality, reduce childhood obesity, and increase access to healthy meals for low-income children.
  • B. Richard B. Russell National School Lunch Act
    The Richard B. Russell National School Lunch Act is a U.S. federal law that established and governs the National School Lunch Program, providing subsidized meals to schoolchildren nationwide.
  • C. Education Consolidation and Improvement Act of 1981
    The Education Consolidation and Improvement Act of 1981 was a major U.S. federal education law that restructured and reduced federal involvement in K–12 education by consolidating numerous categorical aid programs into broader block grants to states.
  • D. Every Student Succeeds Act
    The Every Student Succeeds Act is a U.S. federal education law enacted in 2015 that replaced No Child Left Behind and shifts significant accountability and decision-making authority from the federal government to states and local school districts.
  • E. ESEA Title V, Part B
    ESEA Title V, Part B is a section of the Elementary and Secondary Education Act that provides federal support to enhance educational opportunities and academic achievement in rural and small school districts across the United States.
  • 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: Maintaining Essential Access to Lunch for Students Act
Triple: [Families First Coronavirus Response Act, containsTitle, Maintaining Essential Access to Lunch for Students Act]
Generated description
The Maintaining Essential Access to Lunch for Students Act is a U.S. legislative measure aimed at ensuring students continue to receive school meals during disruptions such as the COVID-19 pandemic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maintaining Essential Access to Lunch for Students Act
Target entity description: The Maintaining Essential Access to Lunch for Students Act is a U.S. legislative measure aimed at ensuring students continue to receive school meals during disruptions such as the COVID-19 pandemic.
  • A. Healthy, Hunger-Free Kids Act of 2010
    The Healthy, Hunger-Free Kids Act of 2010 is a U.S. federal law that overhauled school meal and child nutrition programs to improve food quality, reduce childhood obesity, and increase access to healthy meals for low-income children.
  • B. Richard B. Russell National School Lunch Act
    The Richard B. Russell National School Lunch Act is a U.S. federal law that established and governs the National School Lunch Program, providing subsidized meals to schoolchildren nationwide.
  • C. Education Consolidation and Improvement Act of 1981
    The Education Consolidation and Improvement Act of 1981 was a major U.S. federal education law that restructured and reduced federal involvement in K–12 education by consolidating numerous categorical aid programs into broader block grants to states.
  • D. Every Student Succeeds Act
    The Every Student Succeeds Act is a U.S. federal education law enacted in 2015 that replaced No Child Left Behind and shifts significant accountability and decision-making authority from the federal government to states and local school districts.
  • E. ESEA Title V, Part B
    ESEA Title V, Part B is a section of the Elementary and Secondary Education Act that provides federal support to enhance educational opportunities and academic achievement in rural and small school districts across the United States.
  • 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_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.