Triple

T6812389
Position Surface form Disambiguated ID Type / Status
Subject Improving America’s Schools Act of 1994 E156666 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 103-382
Public Law 103-382 is the federal statute enacted in 1994 that reauthorized and significantly reformed the Elementary and Secondary Education Act, shaping U.S. K–12 education policy in areas such as standards, accountability, and support for disadvantaged students.
E622373 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: Public Law 103-382 | Statement: [Improving America’s Schools Act of 1994, publicLawNumber, Public Law 103-382]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 103-382
Context triple: [Improving America’s Schools Act of 1994, publicLawNumber, Public Law 103-382]
  • A. Public Law 103-328
    Public Law 103-328 is a 1994 United States federal statute that significantly deregulated interstate banking by allowing bank holding companies and banks to expand and operate across state lines.
  • B. Public Law 103-308
    Public Law 103-308 is a United States federal law that officially designated December 7 as National Pearl Harbor Remembrance Day to honor those killed in the 1941 attack.
  • C. Public Law 100-383
    Public Law 100-383 is the U.S. federal statute, known as the Civil Liberties Act of 1988, that formally apologized for and granted reparations to Japanese Americans interned during World War II.
  • D. Public Law 106-386
    Public Law 106-386 is a landmark U.S. federal statute enacted in 2000 that established comprehensive measures to prevent human trafficking, protect trafficking victims, and prosecute traffickers.
  • E. Public Law 103-141
    Public Law 103-141 is the formal designation of the Religious Freedom Restoration Act of 1993, a U.S. federal law enacted to protect individuals’ free exercise of religion from substantial government burdens.
  • 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: Public Law 103-382
Triple: [Improving America’s Schools Act of 1994, publicLawNumber, Public Law 103-382]
Generated description
Public Law 103-382 is the federal statute enacted in 1994 that reauthorized and significantly reformed the Elementary and Secondary Education Act, shaping U.S. K–12 education policy in areas such as standards, accountability, and support for disadvantaged students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 103-382
Target entity description: Public Law 103-382 is the federal statute enacted in 1994 that reauthorized and significantly reformed the Elementary and Secondary Education Act, shaping U.S. K–12 education policy in areas such as standards, accountability, and support for disadvantaged students.
  • A. Public Law 103-328
    Public Law 103-328 is a 1994 United States federal statute that significantly deregulated interstate banking by allowing bank holding companies and banks to expand and operate across state lines.
  • B. Public Law 103-308
    Public Law 103-308 is a United States federal law that officially designated December 7 as National Pearl Harbor Remembrance Day to honor those killed in the 1941 attack.
  • C. Public Law 100-383
    Public Law 100-383 is the U.S. federal statute, known as the Civil Liberties Act of 1988, that formally apologized for and granted reparations to Japanese Americans interned during World War II.
  • D. Public Law 106-386
    Public Law 106-386 is a landmark U.S. federal statute enacted in 2000 that established comprehensive measures to prevent human trafficking, protect trafficking victims, and prosecute traffickers.
  • E. Public Law 103-141
    Public Law 103-141 is the formal designation of the Religious Freedom Restoration Act of 1993, a U.S. federal law enacted to protect individuals’ free exercise of religion from substantial government burdens.
  • 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_69c68828b26c819090fe9df7612bbc27 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d329861881909f65bd1017ea384b completed March 27, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723d775a48190bfdf5b6a52339833 completed March 28, 2026, 12:41 a.m.
NEDg Description generation batch_69c724a4f64481908676d15a09e9db28 completed March 28, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c725814d188190bd158292b34a553f completed March 28, 2026, 12:49 a.m.
Created at: March 27, 2026, 2:17 p.m.