Triple

T2688716
Position Surface form Disambiguated ID Type / Status
Subject Daniel Patrick Moynihan E57544 entity
Predicate notableWork P4 FINISHED
Object The Negro Family: The Case for National Action
The Negro Family: The Case for National Action is a controversial 1965 U.S. government report by Daniel Patrick Moynihan that analyzed the social and economic challenges facing Black families and helped shape debates on race, poverty, and welfare policy.
E287649 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 Negro Family: The Case for National Action | Statement: [Daniel Patrick Moynihan, notableWork, The Negro Family: The Case for National Action]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Negro Family: The Case for National Action
Context triple: [Daniel Patrick Moynihan, notableWork, The Negro Family: The Case for National Action]
  • A. The Philadelphia Negro
    The Philadelphia Negro is W. E. B. Du Bois’s pioneering sociological study of African American life in Philadelphia, widely regarded as one of the first major empirical works in American urban sociology and race relations.
  • 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. The Souls of Black Folk
    The Souls of Black Folk is a seminal 1903 collection of essays by W. E. B. Du Bois that explores African American life after the Civil War and famously introduces the concepts of "double consciousness" and "the veil."
  • D. The Myth of the Negro Past
    The Myth of the Negro Past is a pioneering 1941 anthropological study by Melville J. Herskovits that challenged prevailing racist assumptions by documenting the enduring African cultural heritage among African Americans.
  • E. Système de politique positive
    Système de politique positive is a foundational work of positivist philosophy in which Auguste Comte outlines his vision of a scientifically organized society and a secular “religion of humanity.”
  • 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 Negro Family: The Case for National Action
Triple: [Daniel Patrick Moynihan, notableWork, The Negro Family: The Case for National Action]
Generated description
The Negro Family: The Case for National Action is a controversial 1965 U.S. government report by Daniel Patrick Moynihan that analyzed the social and economic challenges facing Black families and helped shape debates on race, poverty, and welfare policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Negro Family: The Case for National Action
Target entity description: The Negro Family: The Case for National Action is a controversial 1965 U.S. government report by Daniel Patrick Moynihan that analyzed the social and economic challenges facing Black families and helped shape debates on race, poverty, and welfare policy.
  • A. The Philadelphia Negro
    The Philadelphia Negro is W. E. B. Du Bois’s pioneering sociological study of African American life in Philadelphia, widely regarded as one of the first major empirical works in American urban sociology and race relations.
  • 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. The Souls of Black Folk
    The Souls of Black Folk is a seminal 1903 collection of essays by W. E. B. Du Bois that explores African American life after the Civil War and famously introduces the concepts of "double consciousness" and "the veil."
  • D. The Myth of the Negro Past
    The Myth of the Negro Past is a pioneering 1941 anthropological study by Melville J. Herskovits that challenged prevailing racist assumptions by documenting the enduring African cultural heritage among African Americans.
  • E. Système de politique positive
    Système de politique positive is a foundational work of positivist philosophy in which Auguste Comte outlines his vision of a scientifically organized society and a secular “religion of humanity.”
  • 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9f1ba3081909a349a2f30f8f9c9 completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0741bc48190adffe6cfae831e26 completed March 10, 2026, 4:39 a.m.
NEDg Description generation batch_69afa13a81bc819091463e6589e72361 completed March 10, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69afa1ab8da8819090af3ed60b417040 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:54 p.m.