Triple

T16339683
Position Surface form Disambiguated ID Type / Status
Subject Ujamaa: Essays on Socialism E396763 entity
Predicate hasPart P35 FINISHED
Object Education for Self-Reliance
Education for Self-Reliance is a seminal policy essay by Tanzanian president Julius Nyerere outlining an education system designed to support socialist principles, rural development, and national self-sufficiency.
E1207300 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 for Self-Reliance | Statement: [Ujamaa: Essays on Socialism, hasPart, Education for Self-Reliance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education for Self-Reliance
Context triple: [Ujamaa: Essays on Socialism, hasPart, Education for Self-Reliance]
  • A. Self-Reliance
    Self-Reliance is an influential essay by Ralph Waldo Emerson that champions individualism, nonconformity, and inner spiritual authority, and is considered a central text of American Transcendentalism.
  • B. Independence of Learning
    Independence of Learning is the guiding educational philosophy of Waseda University, emphasizing self-directed study, intellectual autonomy, and the pursuit of knowledge free from external constraints.
  • C. 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.
  • D. Simplicity of Life, Self-Reliance, and Directness of Purpose
    "Simplicity of Life, Self-Reliance, and Directness of Purpose" is the guiding motto of South Kent School, emphasizing a minimalist lifestyle, personal independence, and clear, focused intention in education and character development.
  • E. National Goal of National Sovereignty and Self-Reliance
    The National Goal of National Sovereignty and Self-Reliance is a constitutional principle emphasizing a nation’s full political independence and its capacity to sustain its own development without undue external dependence.
  • 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 for Self-Reliance
Triple: [Ujamaa: Essays on Socialism, hasPart, Education for Self-Reliance]
Generated description
Education for Self-Reliance is a seminal policy essay by Tanzanian president Julius Nyerere outlining an education system designed to support socialist principles, rural development, and national self-sufficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education for Self-Reliance
Target entity description: Education for Self-Reliance is a seminal policy essay by Tanzanian president Julius Nyerere outlining an education system designed to support socialist principles, rural development, and national self-sufficiency.
  • A. Self-Reliance
    Self-Reliance is an influential essay by Ralph Waldo Emerson that champions individualism, nonconformity, and inner spiritual authority, and is considered a central text of American Transcendentalism.
  • B. Independence of Learning
    Independence of Learning is the guiding educational philosophy of Waseda University, emphasizing self-directed study, intellectual autonomy, and the pursuit of knowledge free from external constraints.
  • C. 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.
  • D. Simplicity of Life, Self-Reliance, and Directness of Purpose
    "Simplicity of Life, Self-Reliance, and Directness of Purpose" is the guiding motto of South Kent School, emphasizing a minimalist lifestyle, personal independence, and clear, focused intention in education and character development.
  • E. National Goal of National Sovereignty and Self-Reliance
    The National Goal of National Sovereignty and Self-Reliance is a constitutional principle emphasizing a nation’s full political independence and its capacity to sustain its own development without undue external dependence.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2da08fbc88190a31127d10ca633d6 completed April 18, 2026, 1:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00261b31c08190908a72bff20871be completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0028275f008190abd10f186bdf9fd2 completed May 10, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0028e71de88190b48e33f2116e78dc completed May 10, 2026, 6:42 a.m.
Created at: April 10, 2026, 5:07 a.m.