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.