Triple

T12208177
Position Surface form Disambiguated ID Type / Status
Subject Gwen Ifill E290887 entity
Predicate notableWork P4 FINISHED
Object The Breakthrough: Politics and Race in the Age of Obama
The Breakthrough: Politics and Race in the Age of Obama is a nonfiction book by journalist Gwen Ifill that examines the rise of a new generation of Black politicians in the context of Barack Obama’s ascent to the presidency.
E971779 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: The Breakthrough: Politics and Race in the Age of Obama | Statement: [Gwen Ifill, notableWork, The Breakthrough: Politics and Race in the Age of Obama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Breakthrough: Politics and Race in the Age of Obama
Context triple: [Gwen Ifill, notableWork, The Breakthrough: Politics and Race in the Age of Obama]
  • A. The Black Experience in American Politics
    The Black Experience in American Politics is a scholarly work that examines how systemic racism, power structures, and political institutions shape the political lives and struggles of Black Americans.
  • B. Black and White America
    "Black and White America" is a funk-rock and soul-infused studio album by American musician Lenny Kravitz that explores themes of race, identity, and social issues.
  • C. Adam Clayton Powell, Jr.: The Political Biography of an American Dilemma
    "Adam Clayton Powell, Jr.: The Political Biography of an American Dilemma" is a scholarly biography by Charles V. Hamilton that examines the life, career, and complex legacy of influential African American congressman Adam Clayton Powell Jr.
  • D. How to Make Black America Better
    "How to Make Black America Better" is a nonfiction book edited by broadcaster Tavis Smiley that compiles essays and recommendations from prominent Black leaders on strategies for improving the social, economic, and political conditions of African Americans.
  • E. Nadir of American race relations
    The Nadir of American race relations was a period from the late 19th to early 20th century marked by intense anti-Black racism, widespread disenfranchisement, segregation laws, and racial violence across the United States.
  • 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: The Breakthrough: Politics and Race in the Age of Obama
Triple: [Gwen Ifill, notableWork, The Breakthrough: Politics and Race in the Age of Obama]
Generated description
The Breakthrough: Politics and Race in the Age of Obama is a nonfiction book by journalist Gwen Ifill that examines the rise of a new generation of Black politicians in the context of Barack Obama’s ascent to the presidency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Breakthrough: Politics and Race in the Age of Obama
Target entity description: The Breakthrough: Politics and Race in the Age of Obama is a nonfiction book by journalist Gwen Ifill that examines the rise of a new generation of Black politicians in the context of Barack Obama’s ascent to the presidency.
  • A. The Black Experience in American Politics
    The Black Experience in American Politics is a scholarly work that examines how systemic racism, power structures, and political institutions shape the political lives and struggles of Black Americans.
  • B. Black and White America
    "Black and White America" is a funk-rock and soul-infused studio album by American musician Lenny Kravitz that explores themes of race, identity, and social issues.
  • C. Adam Clayton Powell, Jr.: The Political Biography of an American Dilemma
    "Adam Clayton Powell, Jr.: The Political Biography of an American Dilemma" is a scholarly biography by Charles V. Hamilton that examines the life, career, and complex legacy of influential African American congressman Adam Clayton Powell Jr.
  • D. How to Make Black America Better
    "How to Make Black America Better" is a nonfiction book edited by broadcaster Tavis Smiley that compiles essays and recommendations from prominent Black leaders on strategies for improving the social, economic, and political conditions of African Americans.
  • E. Nadir of American race relations
    The Nadir of American race relations was a period from the late 19th to early 20th century marked by intense anti-Black racism, widespread disenfranchisement, segregation laws, and racial violence across the United States.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7d8f5c8190a46e9caa2a920fa9 completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a9d2f0c81908352cd9f0167c6ab completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60f2154c8819081f9cf6f51e5255b completed May 2, 2026, 2:50 p.m.
NED2 Entity disambiguation (via description) batch_69f60fe8c2ec8190af7c69dd17ea75fe completed May 2, 2026, 2:53 p.m.
Created at: April 8, 2026, 9:51 p.m.