Triple

T5712315
Position Surface form Disambiguated ID Type / Status
Subject Nancy Folbre E125936 entity
Predicate notableWork P4 FINISHED
Object Valuing Children: Rethinking the Economics of the Family
*Valuing Children: Rethinking the Economics of the Family* is a book by feminist economist Nancy Folbre that analyzes how economic systems undervalue childrearing and care work and argues for policies that more fairly distribute their costs and benefits.
E541663 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: Valuing Children: Rethinking the Economics of the Family | Statement: [Nancy Folbre, notableWork, Valuing Children: Rethinking the Economics of the Family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Valuing Children: Rethinking the Economics of the Family
Context triple: [Nancy Folbre, notableWork, Valuing Children: Rethinking the Economics of the Family]
  • A. The Problems of Parenthood
    "The Problems of Parenthood" is an episode of the nature documentary series *The Life of Birds* that explores how different bird species care for, protect, and raise their young.
  • B. The Control of Parenthood
    The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
  • C. A Treatise on the Family
    A Treatise on the Family is an influential economic analysis by Gary Becker that applies microeconomic theory to family behavior, including marriage, fertility, and household decision-making.
  • D. 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.
  • E. 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.
  • 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: Valuing Children: Rethinking the Economics of the Family
Triple: [Nancy Folbre, notableWork, Valuing Children: Rethinking the Economics of the Family]
Generated description
*Valuing Children: Rethinking the Economics of the Family* is a book by feminist economist Nancy Folbre that analyzes how economic systems undervalue childrearing and care work and argues for policies that more fairly distribute their costs and benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Valuing Children: Rethinking the Economics of the Family
Target entity description: *Valuing Children: Rethinking the Economics of the Family* is a book by feminist economist Nancy Folbre that analyzes how economic systems undervalue childrearing and care work and argues for policies that more fairly distribute their costs and benefits.
  • A. The Problems of Parenthood
    "The Problems of Parenthood" is an episode of the nature documentary series *The Life of Birds* that explores how different bird species care for, protect, and raise their young.
  • B. The Control of Parenthood
    The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
  • C. A Treatise on the Family
    A Treatise on the Family is an influential economic analysis by Gary Becker that applies microeconomic theory to family behavior, including marriage, fertility, and household decision-making.
  • D. 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.
  • E. 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.
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024b386a08190bd2738d93861edc2 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a72181081909209a38c3ff7460b completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05cd2dea88190bc79ca0a7709e7ca completed March 22, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69c05d8c85f88190a1a962794eeecd8d completed March 22, 2026, 9:22 p.m.
Created at: March 22, 2026, 3:46 p.m.