Triple

T11366170
Position Surface form Disambiguated ID Type / Status
Subject Ann Dummett E269209 entity
Predicate notableWork P4 FINISHED
Object Racial Disadvantage and White Advantage in the Workplace
"Racial Disadvantage and White Advantage in the Workplace" is a sociological and policy-focused work by Ann Dummett that examines how systemic racism and structural privilege shape employment opportunities and outcomes.
E921641 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: Racial Disadvantage and White Advantage in the Workplace | Statement: [Ann Dummett, notableWork, Racial Disadvantage and White Advantage in the Workplace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Racial Disadvantage and White Advantage in the Workplace
Context triple: [Ann Dummett, notableWork, Racial Disadvantage and White Advantage in the Workplace]
  • A. The Economics of Discrimination
    The Economics of Discrimination is a landmark 1957 book by economist Gary Becker that applies neoclassical economic theory to analyze the causes and consequences of racial and other forms of discrimination in labor markets.
  • B. 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.
  • C. “Demarginalizing the Intersection of Race and Sex”
    “Demarginalizing the Intersection of Race and Sex” is a foundational legal scholarship article by Kimberlé Crenshaw that introduced and theorized intersectionality to explain how Black women’s experiences are obscured by single-axis analyses of race or gender.
  • D. Interrogating Inequality
    Interrogating Inequality is a key work in analytical Marxism that rigorously examines the structures and causes of social and economic inequality using tools of moral and political philosophy.
  • E. Women and Work
    "Women and Work" is a pioneering 19th-century feminist text by Barbara Bodichon that argues for women's economic independence and expanded employment opportunities.
  • 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: Racial Disadvantage and White Advantage in the Workplace
Triple: [Ann Dummett, notableWork, Racial Disadvantage and White Advantage in the Workplace]
Generated description
"Racial Disadvantage and White Advantage in the Workplace" is a sociological and policy-focused work by Ann Dummett that examines how systemic racism and structural privilege shape employment opportunities and outcomes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Racial Disadvantage and White Advantage in the Workplace
Target entity description: "Racial Disadvantage and White Advantage in the Workplace" is a sociological and policy-focused work by Ann Dummett that examines how systemic racism and structural privilege shape employment opportunities and outcomes.
  • A. The Economics of Discrimination
    The Economics of Discrimination is a landmark 1957 book by economist Gary Becker that applies neoclassical economic theory to analyze the causes and consequences of racial and other forms of discrimination in labor markets.
  • B. 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.
  • C. “Demarginalizing the Intersection of Race and Sex”
    “Demarginalizing the Intersection of Race and Sex” is a foundational legal scholarship article by Kimberlé Crenshaw that introduced and theorized intersectionality to explain how Black women’s experiences are obscured by single-axis analyses of race or gender.
  • D. Interrogating Inequality
    Interrogating Inequality is a key work in analytical Marxism that rigorously examines the structures and causes of social and economic inequality using tools of moral and political philosophy.
  • E. Women and Work
    "Women and Work" is a pioneering 19th-century feminist text by Barbara Bodichon that argues for women's economic independence and expanded employment opportunities.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea88558c8190aa18881af51a7b96 completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e55667d4908190b6290135eba41e54 completed April 19, 2026, 10:25 p.m.
NEDg Description generation batch_69e562c6e7c8819098d22a6e0daa4a51 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a472f0c819086c1cccaa5ca0ae7 completed April 19, 2026, 11:50 p.m.
Created at: April 8, 2026, 9:33 p.m.