Triple

T1341281

Position	Surface form	Disambiguated ID	Type / Status
Subject	Elementary and Secondary Education Act of 1965	`E28468`	entity
Predicate	amendedBy	`P1121`	FINISHED
Object	Education Amendments of 1968 The Education Amendments of 1968 were U.S. federal legislation that expanded and refined federal support for public schools, including increased aid for disadvantaged students and new programs targeting bilingual education and educational innovation.	`E157479`	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: Education Amendments of 1968 | Statement: [Elementary and Secondary Education Act of 1965, amendedBy, Education Amendments of 1968]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Education Amendments of 1968
Context triple: [Elementary and Secondary Education Act of 1965, amendedBy, Education Amendments of 1968]

A. Education Amendments of 1967
The Education Amendments of 1967 were U.S. federal legislative changes that expanded and refined federal support and funding mechanisms for public elementary and secondary education programs.
B. Education Amendments of 1972
The Education Amendments of 1972 is a U.S. federal law package best known for introducing Title IX, which prohibits sex-based discrimination in federally funded education programs and activities.
C. Higher Education Amendments of 1968
The Higher Education Amendments of 1968 were U.S. federal legislation that expanded and strengthened the Higher Education Act by increasing financial aid and support programs to improve college access and affordability.
D. 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.
E. Higher Education Act of 1965
The Higher Education Act of 1965 is a landmark U.S. federal law that expanded access to college through financial aid programs such as grants, loans, and work-study, forming a core part of President Lyndon B. Johnson’s education reforms.
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: Education Amendments of 1968
Triple: [Elementary and Secondary Education Act of 1965, amendedBy, Education Amendments of 1968]

Generated description

The Education Amendments of 1968 were U.S. federal legislation that expanded and refined federal support for public schools, including increased aid for disadvantaged students and new programs targeting bilingual education and educational innovation.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Education Amendments of 1968
Target entity description: The Education Amendments of 1968 were U.S. federal legislation that expanded and refined federal support for public schools, including increased aid for disadvantaged students and new programs targeting bilingual education and educational innovation.

A. Education Amendments of 1967
The Education Amendments of 1967 were U.S. federal legislative changes that expanded and refined federal support and funding mechanisms for public elementary and secondary education programs.
B. Education Amendments of 1972
The Education Amendments of 1972 is a U.S. federal law package best known for introducing Title IX, which prohibits sex-based discrimination in federally funded education programs and activities.
C. Higher Education Amendments of 1968
The Higher Education Amendments of 1968 were U.S. federal legislation that expanded and strengthened the Higher Education Act by increasing financial aid and support programs to improve college access and affordability.
D. 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.
E. Higher Education Act of 1965
The Higher Education Act of 1965 is a landmark U.S. federal law that expanded access to college through financial aid programs such as grants, loans, and work-study, forming a core part of President Lyndon B. Johnson’s education reforms.
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_69a49854eb3481908c7d56b2e449a290`	completed	March 1, 2026, 7:49 p.m.
NER	Named-entity recognition	`batch_69a4c215fc008190b01fd8150b9f3b2a`	completed	March 1, 2026, 10:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acd47654288190851579e84c36ceac`	completed	March 8, 2026, 1:44 a.m.
NEDg	Description generation	`batch_69acd5565424819080bc515c8b0a4f03`	completed	March 8, 2026, 1:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69acd5cce03c819089dea56f3a9f32fa`	completed	March 8, 2026, 1:50 a.m.

Created at: March 1, 2026, 7:56 p.m.