Triple

T5886834
Position Surface form Disambiguated ID Type / Status
Subject Booker T. Washington E130884 entity
Predicate influencedBy P9 FINISHED
Object Hampton-Tuskegee model of industrial education
The Hampton-Tuskegee model of industrial education was a late 19th- and early 20th-century approach to African American schooling that emphasized vocational training, manual labor, and moral discipline over classical academic study as a means of racial uplift and economic self-sufficiency.
 E554174 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: Hampton-Tuskegee model of industrial education | Statement: [Booker T. Washington, influencedBy, Hampton-Tuskegee model of industrial education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hampton-Tuskegee model of industrial education
Context triple: [Booker T. Washington, influencedBy, Hampton-Tuskegee model of industrial education]
  • A. The Industrial Discipline and the Governmental Arts
    The Industrial Discipline and the Governmental Arts is a seminal work of political economy in which Rexford G. Tugwell analyzes how modern industrial organization and planning shape, and should shape, governmental structures and public policy.
  • B. “The Technology of Skill Formation”
    “The Technology of Skill Formation” is an influential economics paper by James Heckman that analyzes how skills develop over the life cycle and emphasizes the importance of early childhood investments for later outcomes.
  • C. Faculty of Industrial Education
    The Faculty of Industrial Education is an academic division of Sohag University in Egypt that specializes in preparing teachers and professionals for technical and industrial education fields.
  • D. Advanced Technological Education (ATE)
    Advanced Technological Education (ATE) is a National Science Foundation program that supports the education and training of technicians in advanced technology fields through partnerships between two-year colleges, industry, and other educational institutions.
  • E. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • 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: Hampton-Tuskegee model of industrial education
Triple: [Booker T. Washington, influencedBy, Hampton-Tuskegee model of industrial education]
Generated description
The Hampton-Tuskegee model of industrial education was a late 19th- and early 20th-century approach to African American schooling that emphasized vocational training, manual labor, and moral discipline over classical academic study as a means of racial uplift and economic self-sufficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hampton-Tuskegee model of industrial education
Target entity description: The Hampton-Tuskegee model of industrial education was a late 19th- and early 20th-century approach to African American schooling that emphasized vocational training, manual labor, and moral discipline over classical academic study as a means of racial uplift and economic self-sufficiency.
  • A. The Industrial Discipline and the Governmental Arts
    The Industrial Discipline and the Governmental Arts is a seminal work of political economy in which Rexford G. Tugwell analyzes how modern industrial organization and planning shape, and should shape, governmental structures and public policy.
  • B. “The Technology of Skill Formation”
    “The Technology of Skill Formation” is an influential economics paper by James Heckman that analyzes how skills develop over the life cycle and emphasizes the importance of early childhood investments for later outcomes.
  • C. Faculty of Industrial Education
    The Faculty of Industrial Education is an academic division of Sohag University in Egypt that specializes in preparing teachers and professionals for technical and industrial education fields.
  • D. Advanced Technological Education (ATE)
    Advanced Technological Education (ATE) is a National Science Foundation program that supports the education and training of technicians in advanced technology fields through partnerships between two-year colleges, industry, and other educational institutions.
  • E. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • 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_69c0085628dc8190b334c1b44c067efc completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0367a61648190bf97746caa4061fe completed March 22, 2026, 6:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b141a93081908ad4a64f9a96dce4 completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b22d661c8190a055abd3ca6fa92f completed March 23, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69c0b608a10881908c9bca7d09a99b05 completed March 23, 2026, 3:39 a.m.
Created at: March 22, 2026, 3:57 p.m.