Triple

T10506946
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts public K–12 education system E247810 entity
Predicate legalBasis P125 FINISHED
Object Massachusetts Education Reform Act of 1993
The Massachusetts Education Reform Act of 1993 is a landmark state law that overhauled public schooling by tying increased funding to rigorous academic standards, standardized testing, and accountability measures for K–12 education.
E867933 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: Massachusetts Education Reform Act of 1993 | Statement: [Massachusetts public K–12 education system, legalBasis, Massachusetts Education Reform Act of 1993]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Education Reform Act of 1993
Context triple: [Massachusetts public K–12 education system, legalBasis, Massachusetts Education Reform Act of 1993]
  • A. Improving America’s Schools Act of 1994
    The Improving America’s Schools Act of 1994 was a major U.S. federal education law that reauthorized and overhauled K–12 programs to promote standards-based reform, accountability, and greater equity in public schools.
  • B. 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.
  • C. No Child Left Behind Act
    The No Child Left Behind Act was a major U.S. federal education law that expanded standardized testing and accountability requirements for public schools in an effort to improve student achievement and close achievement gaps.
  • D. Act on the Organization and Operation of Local Educational Administration
    The Act on the Organization and Operation of Local Educational Administration is a Japanese law that structures how local governments manage and administer education, defining the roles and responsibilities of local boards of education and related authorities.
  • E. Education Sciences Reform Act of 2002
    The Education Sciences Reform Act of 2002 is a U.S. federal law that overhauled federal education research by creating the Institute of Education Sciences and emphasizing rigorous, evidence-based studies to inform education policy and practice.
  • 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: Massachusetts Education Reform Act of 1993
Triple: [Massachusetts public K–12 education system, legalBasis, Massachusetts Education Reform Act of 1993]
Generated description
The Massachusetts Education Reform Act of 1993 is a landmark state law that overhauled public schooling by tying increased funding to rigorous academic standards, standardized testing, and accountability measures for K–12 education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Education Reform Act of 1993
Target entity description: The Massachusetts Education Reform Act of 1993 is a landmark state law that overhauled public schooling by tying increased funding to rigorous academic standards, standardized testing, and accountability measures for K–12 education.
  • A. Improving America’s Schools Act of 1994
    The Improving America’s Schools Act of 1994 was a major U.S. federal education law that reauthorized and overhauled K–12 programs to promote standards-based reform, accountability, and greater equity in public schools.
  • B. 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.
  • C. No Child Left Behind Act
    The No Child Left Behind Act was a major U.S. federal education law that expanded standardized testing and accountability requirements for public schools in an effort to improve student achievement and close achievement gaps.
  • D. Act on the Organization and Operation of Local Educational Administration
    The Act on the Organization and Operation of Local Educational Administration is a Japanese law that structures how local governments manage and administer education, defining the roles and responsibilities of local boards of education and related authorities.
  • E. Education Sciences Reform Act of 2002
    The Education Sciences Reform Act of 2002 is a U.S. federal law that overhauled federal education research by creating the Institute of Education Sciences and emphasizing rigorous, evidence-based studies to inform education policy and practice.
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509b17cd88190b37e41b3ce2b4b16 completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dce30d788190b4a40340b9200b10 completed April 10, 2026, 11:20 a.m.
NEDg Description generation batch_69d8e8ca94508190a2a6beca7f01fbd8 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d9020bce488190b78e555cdd5caec4 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:26 p.m.