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.