Triple

T7030389
Position Surface form Disambiguated ID Type / Status
Subject Freada Kapor Klein E163252 entity
Predicate hasWritten P2831 FINISHED
Object Giving Notice: Why the Best and the Brightest Leave the Workplace and How You Can Help Them Stay
"Giving Notice: Why the Best and the Brightest Leave the Workplace and How You Can Help Them Stay" is a book that examines the hidden biases and workplace conditions driving talented employees to quit and offers strategies for creating more inclusive, equitable organizations that retain top performers.
E637557 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: Giving Notice: Why the Best and the Brightest Leave the Workplace and How You Can Help Them Stay | Statement: [Freada Kapor Klein, hasWritten, Giving Notice: Why the Best and the Brightest Leave the Workplace and How You Can Help Them Stay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Giving Notice: Why the Best and the Brightest Leave the Workplace and How You Can Help Them Stay
Context triple: [Freada Kapor Klein, hasWritten, Giving Notice: Why the Best and the Brightest Leave the Workplace and How You Can Help Them Stay]
  • A. Work and Well-Being in the Age of Finance
    "Work and Well-Being in the Age of Finance" is a scholarly work by economist Jayati Ghosh that critically examines how financialization reshapes labor, inequality, and social welfare in contemporary economies.
  • B. Leadership BS: Fixing Workplaces and Careers One Truth at a Time
    "Leadership BS: Fixing Workplaces and Careers One Truth at a Time" is a critical book by organizational theorist Jeffrey Pfeffer that challenges popular leadership myths and exposes how common management practices often harm employees and organizations.
  • C. The Human Equation: Building Profits by Putting People First
    "The Human Equation: Building Profits by Putting People First" is a management book by Jeffrey Pfeffer that argues companies achieve superior performance and profitability by investing in and prioritizing their employees.
  • D. Don’t Quit Your Day Job!
    Don’t Quit Your Day Job! is a studio album by the hip hop group Consequence, showcasing his witty lyricism and personal storytelling over soulful, sample-driven production.
  • E. The Power of Full Engagement
    The Power of Full Engagement is a self-help and performance book that argues managing energy—not time—is the key to achieving high performance and personal renewal.
  • 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: Giving Notice: Why the Best and the Brightest Leave the Workplace and How You Can Help Them Stay
Triple: [Freada Kapor Klein, hasWritten, Giving Notice: Why the Best and the Brightest Leave the Workplace and How You Can Help Them Stay]
Generated description
"Giving Notice: Why the Best and the Brightest Leave the Workplace and How You Can Help Them Stay" is a book that examines the hidden biases and workplace conditions driving talented employees to quit and offers strategies for creating more inclusive, equitable organizations that retain top performers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Giving Notice: Why the Best and the Brightest Leave the Workplace and How You Can Help Them Stay
Target entity description: "Giving Notice: Why the Best and the Brightest Leave the Workplace and How You Can Help Them Stay" is a book that examines the hidden biases and workplace conditions driving talented employees to quit and offers strategies for creating more inclusive, equitable organizations that retain top performers.
  • A. Work and Well-Being in the Age of Finance
    "Work and Well-Being in the Age of Finance" is a scholarly work by economist Jayati Ghosh that critically examines how financialization reshapes labor, inequality, and social welfare in contemporary economies.
  • B. Leadership BS: Fixing Workplaces and Careers One Truth at a Time
    "Leadership BS: Fixing Workplaces and Careers One Truth at a Time" is a critical book by organizational theorist Jeffrey Pfeffer that challenges popular leadership myths and exposes how common management practices often harm employees and organizations.
  • C. The Human Equation: Building Profits by Putting People First
    "The Human Equation: Building Profits by Putting People First" is a management book by Jeffrey Pfeffer that argues companies achieve superior performance and profitability by investing in and prioritizing their employees.
  • D. Don’t Quit Your Day Job!
    Don’t Quit Your Day Job! is a studio album by the hip hop group Consequence, showcasing his witty lyricism and personal storytelling over soulful, sample-driven production.
  • E. The Power of Full Engagement
    The Power of Full Engagement is a self-help and performance book that argues managing energy—not time—is the key to achieving high performance and personal renewal.
  • 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_69c6885d691c81908cf7d31083113886 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e20dbc8c8190a7446290747d8078 completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c775919734819083beb10b4c2b146e completed March 28, 2026, 6:30 a.m.
NEDg Description generation batch_69c7791d319881909470d0fa5f38f68e completed March 28, 2026, 6:45 a.m.
NED2 Entity disambiguation (via description) batch_69c779f5342881909085cae84299831c completed March 28, 2026, 6:49 a.m.
Created at: March 27, 2026, 2:35 p.m.