Triple

T4798019
Position Surface form Disambiguated ID Type / Status
Subject Ella Baker and the Black Freedom Movement E106760 entity
Predicate author P4 FINISHED
Object Barbara Ransby
Barbara Ransby is an American historian, writer, and activist known for her influential scholarship on Black women’s leadership in civil rights and Black freedom movements.
E470918 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: Barbara Ransby | Statement: [Ella Baker and the Black Freedom Movement, author, Barbara Ransby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Ransby
Context triple: [Ella Baker and the Black Freedom Movement, author, Barbara Ransby]
  • A. Patricia Hill Collins
    Patricia Hill Collins is an influential American sociologist and Black feminist theorist known for her work on intersectionality, Black women's intellectual traditions, and critical race theory.
  • B. Tressie McMillan Cottom
    Tressie McMillan Cottom is an American sociologist, writer, and public intellectual known for her work on race, inequality, and higher education.
  • C. Barbara Franklin
    Barbara Franklin is an American business executive and former U.S. Secretary of Commerce known for advancing women’s roles in government and corporate leadership.
  • D. Andrea Smith
    Andrea Smith is a Native American scholar, activist, and author known for her work on Indigenous feminism, anti-violence organizing, and critiques of colonialism and racism.
  • E. Barbara Smith
    Barbara Smith is the wife of Benjamin A. Smith II, a former United States Senator from Massachusetts and close associate of the Kennedy family.
  • 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: Barbara Ransby
Triple: [Ella Baker and the Black Freedom Movement, author, Barbara Ransby]
Generated description
Barbara Ransby is an American historian, writer, and activist known for her influential scholarship on Black women’s leadership in civil rights and Black freedom movements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Ransby
Target entity description: Barbara Ransby is an American historian, writer, and activist known for her influential scholarship on Black women’s leadership in civil rights and Black freedom movements.
  • A. Patricia Hill Collins
    Patricia Hill Collins is an influential American sociologist and Black feminist theorist known for her work on intersectionality, Black women's intellectual traditions, and critical race theory.
  • B. Tressie McMillan Cottom
    Tressie McMillan Cottom is an American sociologist, writer, and public intellectual known for her work on race, inequality, and higher education.
  • C. Barbara Franklin
    Barbara Franklin is an American business executive and former U.S. Secretary of Commerce known for advancing women’s roles in government and corporate leadership.
  • D. Andrea Smith
    Andrea Smith is a Native American scholar, activist, and author known for her work on Indigenous feminism, anti-violence organizing, and critiques of colonialism and racism.
  • E. Barbara Smith
    Barbara Smith is the wife of Benjamin A. Smith II, a former United States Senator from Massachusetts and close associate of the Kennedy family.
  • 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_69bd43f591c881909e5a532388b0f3f3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6632708c8190b627d99363ab062c completed March 20, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43f8d9548190857910be4ffc2711 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be46516cd881909144adabbe271907 completed March 21, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69be47d4d26c8190a1a192dc12578f4f completed March 21, 2026, 7:25 a.m.
Created at: March 20, 2026, 1:22 p.m.