Triple

T4094800
Position Surface form Disambiguated ID Type / Status
Subject South End Press E87787 entity
Predicate hasAuthorPublished P44842 FINISHED
Object Manning Marable
Manning Marable was an influential American historian, political theorist, and public intellectual known for his scholarship on African American history, race, and social justice.
E413446 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: Manning Marable | Statement: [South End Press, hasAuthorPublished, Manning Marable]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manning Marable
Context triple: [South End Press, hasAuthorPublished, Manning Marable]
  • A. Gamilah Lumumba Shabazz
    Gamilah Lumumba Shabazz is one of the daughters of the late civil rights leader Malcolm X and Betty Shabazz, known for preserving and promoting her parents’ legacy.
  • B. Richard Durham
    Richard Durham was an influential African American writer and radio dramatist best known for his socially conscious scripts and biographical works, including the story that inspired the film "The Greatest" about Muhammad Ali.
  • C. Malcolm Shabazz
    Malcolm Shabazz was the grandson of Malcolm X who became known for his troubled youth, including legal issues and his early death under suspicious circumstances in Mexico.
  • D. Malikah Shabazz
    Malikah Shabazz was one of the daughters of civil rights leader Malcolm X, known for her work in preserving her father's legacy and for her involvement in various social and legal issues throughout her life.
  • E. Eldridge Cleaver
    Eldridge Cleaver was an influential American writer, activist, and prominent leader in the Black Panther Party who became a key voice of the Black Power movement in the 1960s.
  • 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: Manning Marable
Triple: [South End Press, hasAuthorPublished, Manning Marable]
Generated description
Manning Marable was an influential American historian, political theorist, and public intellectual known for his scholarship on African American history, race, and social justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manning Marable
Target entity description: Manning Marable was an influential American historian, political theorist, and public intellectual known for his scholarship on African American history, race, and social justice.
  • A. Gamilah Lumumba Shabazz
    Gamilah Lumumba Shabazz is one of the daughters of the late civil rights leader Malcolm X and Betty Shabazz, known for preserving and promoting her parents’ legacy.
  • B. Richard Durham
    Richard Durham was an influential African American writer and radio dramatist best known for his socially conscious scripts and biographical works, including the story that inspired the film "The Greatest" about Muhammad Ali.
  • C. Malcolm Shabazz
    Malcolm Shabazz was the grandson of Malcolm X who became known for his troubled youth, including legal issues and his early death under suspicious circumstances in Mexico.
  • D. Malikah Shabazz
    Malikah Shabazz was one of the daughters of civil rights leader Malcolm X, known for her work in preserving her father's legacy and for her involvement in various social and legal issues throughout her life.
  • E. Eldridge Cleaver
    Eldridge Cleaver was an influential American writer, activist, and prominent leader in the Black Panther Party who became a key voice of the Black Power movement in the 1960s.
  • 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_69aed94564cc8190a9c1457daedb6e7f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefcdc1ce08190922f55f812b0fda3 completed March 9, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b6f8bb081908aa2d126fe3c9502 completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56f3cf1d081908e2fb778433fb2e8 completed March 14, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_69b56f99d490819093f92b4db63c5375 completed March 14, 2026, 2:24 p.m.
Created at: March 9, 2026, 3:40 p.m.