Triple

T2146632
Position Surface form Disambiguated ID Type / Status
Subject Yorktown Central School District E47080 entity
Predicate subjectTo P258 FINISHED
Object United States federal education laws
United States federal education laws are a set of nationwide statutes and regulations that govern how public education is funded, administered, and made accessible and non-discriminatory across the country.
E240364 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: United States federal education laws | Statement: [Yorktown Central School District, subjectTo, United States federal education laws]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States federal education laws
Context triple: [Yorktown Central School District, subjectTo, United States federal education laws]
  • A. United States education system
    The United States education system is a decentralized network of public and private institutions from early childhood through higher education, shaped by federal, state, and local policies and characterized by significant diversity in quality, funding, and curricular standards.
  • B. Department of Education Organization Act
    The Department of Education Organization Act is the U.S. federal law that reorganized education-related functions and established the United States Department of Education as a Cabinet-level agency.
  • C. Education Law Reporter
    Education Law Reporter is a specialized legal reporter that compiles and publishes court decisions and related materials concerning education law within the National Reporter System.
  • 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. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • 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: United States federal education laws
Triple: [Yorktown Central School District, subjectTo, United States federal education laws]
Generated description
United States federal education laws are a set of nationwide statutes and regulations that govern how public education is funded, administered, and made accessible and non-discriminatory across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States federal education laws
Target entity description: United States federal education laws are a set of nationwide statutes and regulations that govern how public education is funded, administered, and made accessible and non-discriminatory across the country.
  • A. United States education system
    The United States education system is a decentralized network of public and private institutions from early childhood through higher education, shaped by federal, state, and local policies and characterized by significant diversity in quality, funding, and curricular standards.
  • B. Department of Education Organization Act
    The Department of Education Organization Act is the U.S. federal law that reorganized education-related functions and established the United States Department of Education as a Cabinet-level agency.
  • C. Education Law Reporter
    Education Law Reporter is a specialized legal reporter that compiles and publishes court decisions and related materials concerning education law within the National Reporter System.
  • 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. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe25d8848190a3ba691668a68e37 completed March 7, 2026, 5:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58d75a5c8190b364a4ab5370558a completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae595a222881908d86ba8690c4fc65 completed March 9, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69ae59efdf4c8190aaa1d63ce6e98696 completed March 9, 2026, 5:26 a.m.
Created at: March 4, 2026, 7:44 p.m.