Triple

T19237075
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth Warren E481026 entity
Predicate notableWork P4 FINISHED
Object The Two-Income Trap NE NERFINISHED

How this triple was built (2 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 Two-Income Trap | Statement: [Elizabeth Warren, notableWork, The Two-Income Trap]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Two-Income Trap
Context triple: [Elizabeth Warren, notableWork, The Two-Income Trap]
  • A. The Two-Income Trap chosen
    The Two-Income Trap is a book co-authored by Elizabeth Warren that analyzes how middle-class families with two earners have become increasingly vulnerable to financial collapse despite higher household incomes.
  • B. My Life in Full: Work, Family, and Our Future
    "My Life in Full: Work, Family, and Our Future" is the memoir of former PepsiCo CEO Indra Nooyi, reflecting on her leadership journey, immigrant experience, and vision for a more inclusive future for women and families in the workplace.
  • C. 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.
  • D. The Meaning of Marriage
    The Meaning of Marriage is a Christian book by pastor and theologian Timothy Keller that explores the biblical purpose, challenges, and practical outworking of marriage in modern life.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8e8ccb8f48190ad420098e74fb1db completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5faed9ef0819085035cc17d1546e5 completed April 20, 2026, 10:07 a.m.
Created at: April 10, 2026, 1:26 p.m.