Triple

T19758214
Position Surface form Disambiguated ID Type / Status
Subject Terrel H. Bell E474556 entity
Predicate notableWork P4 FINISHED
Object A Nation at Risk
A Nation at Risk is a landmark 1983 U.S. federal report that warned of a crisis in American education and spurred major education reform efforts nationwide.
E1394585 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: A Nation at Risk | Statement: [Terrel H. Bell, notableWork, A Nation at Risk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Nation at Risk
Context triple: [Terrel H. Bell, notableWork, A Nation at Risk]
  • A. High School: A Report on Secondary Education in America
    High School: A Report on Secondary Education in America is an influential 1983 study by Ernest L. Boyer that critically examines the state of U.S. secondary education and proposes comprehensive reforms to improve its quality and equity.
  • B. 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.
  • C. The Crisis in Education
    "The Crisis in Education" is an essay by Hannah Arendt that examines the breakdown of traditional educational authority and its implications for modern society.
  • 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. 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.
  • 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: A Nation at Risk
Triple: [Terrel H. Bell, notableWork, A Nation at Risk]
Generated description
A Nation at Risk is a landmark 1983 U.S. federal report that warned of a crisis in American education and spurred major education reform efforts nationwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Nation at Risk
Target entity description: A Nation at Risk is a landmark 1983 U.S. federal report that warned of a crisis in American education and spurred major education reform efforts nationwide.
  • A. High School: A Report on Secondary Education in America
    High School: A Report on Secondary Education in America is an influential 1983 study by Ernest L. Boyer that critically examines the state of U.S. secondary education and proposes comprehensive reforms to improve its quality and equity.
  • B. 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.
  • C. The Crisis in Education
    "The Crisis in Education" is an essay by Hannah Arendt that examines the breakdown of traditional educational authority and its implications for modern society.
  • 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. 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.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6531d711c8190996fcf967c39c523 completed April 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd69f9a481909c82253039af1ec1 completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07be1380608190b1efcd97a4bd0c15 completed May 16, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_6a07bfb095b08190a23710cf78a2b923 completed May 16, 2026, 12:52 a.m.
Created at: April 10, 2026, 1:48 p.m.