Triple

T503093
Position Surface form Disambiguated ID Type / Status
Subject Freedom Summer E10440 entity
Predicate hasEducationalProgram P2489 FINISHED
Object 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.
E62434 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: Freedom Schools | Statement: [Freedom Summer, hasEducationalProgram, Freedom Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Freedom Schools
Context triple: [Freedom Summer, hasEducationalProgram, Freedom Schools]
  • A. Freedom to Learn
    Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
  • B. SEED Alternative School
    SEED Alternative School is a progressive, non-traditional educational institution in Toronto known for its student-directed learning environment and notable alumni such as writer and activist Cory Doctorow.
  • C. Lab Schools
    Lab Schools is a renowned private day school in Chicago affiliated with the University of Chicago, known for its progressive education and strong academic programs from nursery through high school.
  • D. Oprah Winfrey Leadership Academy for Girls
    Oprah Winfrey Leadership Academy for Girls is a South African boarding school for academically gifted girls from disadvantaged backgrounds, established to provide high-quality education and leadership development.
  • E. Montini
    Montini is the Italian family name of Giovanni Battista Montini, who became Pope Paul VI, head of the Catholic Church from 1963 to 1978.
  • 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: Freedom Schools
Triple: [Freedom Summer, hasEducationalProgram, Freedom Schools]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Freedom Schools
Target entity description: 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.
  • A. Freedom to Learn
    Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
  • B. SEED Alternative School
    SEED Alternative School is a progressive, non-traditional educational institution in Toronto known for its student-directed learning environment and notable alumni such as writer and activist Cory Doctorow.
  • C. Lab Schools
    Lab Schools is a renowned private day school in Chicago affiliated with the University of Chicago, known for its progressive education and strong academic programs from nursery through high school.
  • D. Oprah Winfrey Leadership Academy for Girls
    Oprah Winfrey Leadership Academy for Girls is a South African boarding school for academically gifted girls from disadvantaged backgrounds, established to provide high-quality education and leadership development.
  • E. Montini
    Montini is the Italian family name of Giovanni Battista Montini, who became Pope Paul VI, head of the Catholic Church from 1963 to 1978.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1357738819085eae6c10fa2fca9 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4854692348190b87efc0d4559f63f completed March 1, 2026, 6:28 p.m.
NEDg Description generation batch_69a485da078c819098bc4a2bca818d5e completed March 1, 2026, 6:30 p.m.
NED2 Entity disambiguation (via description) batch_69a486416de48190864ed2874556f5ef completed March 1, 2026, 6:32 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.