Triple

T13757931
Position Surface form Disambiguated ID Type / Status
Subject Hyman G. Rickover E330522 entity
Predicate wrote P2831 FINISHED
Object Education and Freedom
"Education and Freedom" is a book by Admiral Hyman G. Rickover that argues for rigorous, high-quality education as essential to individual liberty and national strength.
E1059655 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 and Freedom | Statement: [Hyman G. Rickover, wrote, Education and Freedom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education and Freedom
Context triple: [Hyman G. Rickover, wrote, Education and Freedom]
  • A. Of Education
    "Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
  • B. On Public Education
    "On Public Education" is a work by Russian revolutionary and educator Nadezhda Krupskaya that outlines her ideas on socialist schooling and the role of education in building a communist society.
  • C. Liberty and Progress
    Liberty and Progress is the official motto of Hosei University, reflecting its emphasis on academic freedom, individual growth, and forward-looking education.
  • D. Education for Citizenship
    Education for Citizenship is the English-language motto of The Ohio State University, emphasizing the institution’s commitment to preparing students for responsible civic engagement.
  • E. Freedom Schools
    Freedom Schools were alternative, grassroots educational programs established during the U.S. civil rights movement to empower African American students with academic skills, political awareness, and tools for social change.
  • 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 and Freedom
Triple: [Hyman G. Rickover, wrote, Education and Freedom]
Generated description
"Education and Freedom" is a book by Admiral Hyman G. Rickover that argues for rigorous, high-quality education as essential to individual liberty and national strength.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education and Freedom
Target entity description: "Education and Freedom" is a book by Admiral Hyman G. Rickover that argues for rigorous, high-quality education as essential to individual liberty and national strength.
  • A. Of Education
    "Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
  • B. On Public Education
    "On Public Education" is a work by Russian revolutionary and educator Nadezhda Krupskaya that outlines her ideas on socialist schooling and the role of education in building a communist society.
  • C. Liberty and Progress
    Liberty and Progress is the official motto of Hosei University, reflecting its emphasis on academic freedom, individual growth, and forward-looking education.
  • D. Education for Citizenship
    Education for Citizenship is the English-language motto of The Ohio State University, emphasizing the institution’s commitment to preparing students for responsible civic engagement.
  • E. Freedom Schools
    Freedom Schools were alternative, grassroots educational programs established during the U.S. civil rights movement to empower African American students with academic skills, political awareness, and tools for social change.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de022286b481908f8a801042743512 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a85dfa6881908da90886db4aa1bb completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a994cd688190a077a4854c5c71c9 completed May 3, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69f7aa2f696081908f48d44bf7271abc completed May 3, 2026, 8:03 p.m.
Created at: April 9, 2026, 10:09 p.m.