Triple

T15458401
Position Surface form Disambiguated ID Type / Status
Subject African American cultural landscape of Atlanta E371832 entity
Predicate shapedBy P2454 FINISHED
Object Black Atlantans
Black Atlantans are the African American residents of Atlanta whose social, political, and cultural contributions have been central to the city’s identity, history, and development.
E1157342 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: Black Atlantans | Statement: [African American cultural landscape of Atlanta, shapedBy, Black Atlantans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Atlantans
Context triple: [African American cultural landscape of Atlanta, shapedBy, Black Atlantans]
  • A. Black Pioneers
    Black Pioneers were a Loyalist military unit of formerly enslaved and free Black people who served the British during the American Revolutionary War, primarily in support and engineering roles.
  • B. Black Atlantic
    Black Atlantic refers to the transnational cultural, historical, and political space shaped by the movements, experiences, and creative expressions of African-descended peoples across Africa, the Americas, the Caribbean, and Europe.
  • C. Children of the Black People
    Children of the Black People is a book by educator and civil rights advocate Margaret Buckner Young that highlights the lives, experiences, and cultural heritage of Black children.
  • D. Black Wall Street
    Black Wall Street was a prosperous early-20th-century African American business district in Tulsa, Oklahoma, renowned for its economic success and vibrant Black community before its destruction in the 1921 Tulsa Race Massacre.
  • E. The Story of the Negro
    The Story of the Negro is a historical survey book by Arna Bontemps that traces the experiences, struggles, and contributions of African Americans from slavery through the early 20th century.
  • 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: Black Atlantans
Triple: [African American cultural landscape of Atlanta, shapedBy, Black Atlantans]
Generated description
Black Atlantans are the African American residents of Atlanta whose social, political, and cultural contributions have been central to the city’s identity, history, and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Atlantans
Target entity description: Black Atlantans are the African American residents of Atlanta whose social, political, and cultural contributions have been central to the city’s identity, history, and development.
  • A. Black Pioneers
    Black Pioneers were a Loyalist military unit of formerly enslaved and free Black people who served the British during the American Revolutionary War, primarily in support and engineering roles.
  • B. Black Atlantic
    Black Atlantic refers to the transnational cultural, historical, and political space shaped by the movements, experiences, and creative expressions of African-descended peoples across Africa, the Americas, the Caribbean, and Europe.
  • C. Children of the Black People
    Children of the Black People is a book by educator and civil rights advocate Margaret Buckner Young that highlights the lives, experiences, and cultural heritage of Black children.
  • D. Black Wall Street
    Black Wall Street was a prosperous early-20th-century African American business district in Tulsa, Oklahoma, renowned for its economic success and vibrant Black community before its destruction in the 1921 Tulsa Race Massacre.
  • E. The Story of the Negro
    The Story of the Negro is a historical survey book by Arna Bontemps that traces the experiences, struggles, and contributions of African Americans from slavery through the early 20th century.
  • 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_69d85cc8bd308190886949510b42e764 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f1623f0819086f6fc2bfd536609 completed April 16, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff21b7b600819081a6087bd6309237 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff225ba3bc8190b57da931ffa240fe completed May 9, 2026, 12:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff2339ae808190bf2d4676215399c0 completed May 9, 2026, 12:06 p.m.
Created at: April 10, 2026, 3:32 a.m.