Triple

T11063561
Position Surface form Disambiguated ID Type / Status
Subject Barbara Ehrenreich E261565 entity
Predicate notableWork P4 FINISHED
Object Nickel and Dimed
Nickel and Dimed is a nonfiction book by Barbara Ehrenreich that investigates the challenges of surviving on low-wage work in the United States through her firsthand experiences in various minimum-wage jobs.
E903060 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: Nickel and Dimed | Statement: [Barbara Ehrenreich, notableWork, Nickel and Dimed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nickel and Dimed
Context triple: [Barbara Ehrenreich, notableWork, Nickel and Dimed]
  • A. Ehrenreich
    Ehrenreich is a German-origin surname borne by various notable individuals, including actors, writers, and academics.
  • B. American Maid
    American Maid is a skilled, patriotic superheroine and one of the primary crime-fighting allies of the Tick in the satirical comic and animated series "The Tick."
  • C. The Haves and the Have Nots
    The Haves and the Have Nots is a prime-time soap opera created by Tyler Perry that follows the intertwined lives of wealthy elites and their working-class counterparts in Savannah, Georgia.
  • D. Merchants of Labor
    Merchants of Labor is a seminal exposé by Ernesto Galarza that critically examines the exploitation and labor conditions of Mexican and other migrant workers in U.S. guest worker programs.
  • E. The Living Wage
    The Living Wage is a political and economic treatise by British Labour politician Philip Snowden advocating for fair minimum income standards to ensure workers can meet basic living costs.
  • 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: Nickel and Dimed
Triple: [Barbara Ehrenreich, notableWork, Nickel and Dimed]
Generated description
Nickel and Dimed is a nonfiction book by Barbara Ehrenreich that investigates the challenges of surviving on low-wage work in the United States through her firsthand experiences in various minimum-wage jobs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nickel and Dimed
Target entity description: Nickel and Dimed is a nonfiction book by Barbara Ehrenreich that investigates the challenges of surviving on low-wage work in the United States through her firsthand experiences in various minimum-wage jobs.
  • A. Ehrenreich
    Ehrenreich is a German-origin surname borne by various notable individuals, including actors, writers, and academics.
  • B. American Maid
    American Maid is a skilled, patriotic superheroine and one of the primary crime-fighting allies of the Tick in the satirical comic and animated series "The Tick."
  • C. The Haves and the Have Nots
    The Haves and the Have Nots is a prime-time soap opera created by Tyler Perry that follows the intertwined lives of wealthy elites and their working-class counterparts in Savannah, Georgia.
  • D. Merchants of Labor
    Merchants of Labor is a seminal exposé by Ernesto Galarza that critically examines the exploitation and labor conditions of Mexican and other migrant workers in U.S. guest worker programs.
  • E. The Living Wage
    The Living Wage is a political and economic treatise by British Labour politician Philip Snowden advocating for fair minimum income standards to ensure workers can meet basic living costs.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798ed07f88190bf501d9f63386ada completed April 9, 2026, 12:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c8977f98819082dec025e92782da completed April 18, 2026, 6:08 p.m.
NEDg Description generation batch_69e3cadf271081908d2b794a4288892a completed April 18, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69e3cf1f508c81909b4ca8131b7fc9ee completed April 18, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:26 p.m.