Triple

T1534999
Position Surface form Disambiguated ID Type / Status
Subject John Edwards 2004 presidential campaign E32529 entity
Predicate theme P261 FINISHED
Object Two Americas divided by wealth and opportunity
Two Americas divided by wealth and opportunity is a political framing that portrays the United States as split between a privileged, affluent society and a struggling, disadvantaged one lacking equal access to economic and social opportunities.
E174552 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: Two Americas divided by wealth and opportunity | Statement: [John Edwards 2004 presidential campaign, theme, Two Americas divided by wealth and opportunity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Two Americas divided by wealth and opportunity
Context triple: [John Edwards 2004 presidential campaign, theme, Two Americas divided by wealth and opportunity]
  • A. The Price of Inequality
    The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
  • B. On Economic Inequality
    On Economic Inequality is a seminal work by Amartya Sen that analyzes the nature, measurement, and moral implications of economic inequality within and across societies.
  • C. Fair Shot: Rethinking Inequality and How We Earn
    Fair Shot: Rethinking Inequality and How We Earn is a book by Facebook co-founder Chris Hughes that argues for bold policy solutions—especially a guaranteed income—to address economic inequality in the United States.
  • D. The Fears of the Rich, the Needs of the Poor
    The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
  • E. Inequality Reexamined
    Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
  • 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: Two Americas divided by wealth and opportunity
Triple: [John Edwards 2004 presidential campaign, theme, Two Americas divided by wealth and opportunity]
Generated description
Two Americas divided by wealth and opportunity is a political framing that portrays the United States as split between a privileged, affluent society and a struggling, disadvantaged one lacking equal access to economic and social opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Two Americas divided by wealth and opportunity
Target entity description: Two Americas divided by wealth and opportunity is a political framing that portrays the United States as split between a privileged, affluent society and a struggling, disadvantaged one lacking equal access to economic and social opportunities.
  • A. The Price of Inequality
    The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
  • B. On Economic Inequality
    On Economic Inequality is a seminal work by Amartya Sen that analyzes the nature, measurement, and moral implications of economic inequality within and across societies.
  • C. Fair Shot: Rethinking Inequality and How We Earn
    Fair Shot: Rethinking Inequality and How We Earn is a book by Facebook co-founder Chris Hughes that argues for bold policy solutions—especially a guaranteed income—to address economic inequality in the United States.
  • D. The Fears of the Rich, the Needs of the Poor
    The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
  • E. Inequality Reexamined
    Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
  • 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_69a885ea86308190998f6bc14bb91f8e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90828cdf08190aa404a0c11335c7b completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad295da0988190b1dc171bcdfe4d71 completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad29dc9fd08190b67527f0662c92dc completed March 8, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a4d71a88190b67ed21beebbb479 completed March 8, 2026, 7:50 a.m.
Created at: March 4, 2026, 7:26 p.m.