Triple

T956528
Position Surface form Disambiguated ID Type / Status
Subject Reed Hastings E20636 entity
Predicate coAuthored P2389 FINISHED
Object No Rules Rules: Netflix and the Culture of Reinvention
"No Rules Rules: Netflix and the Culture of Reinvention" is a business and leadership book that examines Netflix’s unconventional corporate culture and management principles that drive its innovation and adaptability.
E112779 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: No Rules Rules: Netflix and the Culture of Reinvention | Statement: [Reed Hastings, coAuthored, No Rules Rules: Netflix and the Culture of Reinvention]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: No Rules Rules: Netflix and the Culture of Reinvention
Context triple: [Reed Hastings, coAuthored, No Rules Rules: Netflix and the Culture of Reinvention]
  • A. The Master Switch: The Rise and Fall of Information Empires
    The Master Switch: The Rise and Fall of Information Empires is a nonfiction book that examines the recurring cycle of openness and monopolistic control in communications and information industries throughout modern history.
  • B. The Attention Merchants: The Epic Scramble to Get Inside Our Heads
    The Attention Merchants: The Epic Scramble to Get Inside Our Heads is a nonfiction book that traces the history and mechanics of the attention economy, examining how media, advertising, and technology industries capture and monetize human attention.
  • C. The Curse of Bigness: Antitrust in the New Gilded Age
    "The Curse of Bigness: Antitrust in the New Gilded Age" is a nonfiction book by legal scholar Tim Wu that critiques the rise of corporate concentration and argues for a renewed, more aggressive antitrust enforcement in the modern economy.
  • D. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • E. Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity
    "Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity" is a historical and economic analysis that examines how technological advances have shaped inequality, political power, and shared prosperity over the past millennium.
  • 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: No Rules Rules: Netflix and the Culture of Reinvention
Triple: [Reed Hastings, coAuthored, No Rules Rules: Netflix and the Culture of Reinvention]
Generated description
"No Rules Rules: Netflix and the Culture of Reinvention" is a business and leadership book that examines Netflix’s unconventional corporate culture and management principles that drive its innovation and adaptability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: No Rules Rules: Netflix and the Culture of Reinvention
Target entity description: "No Rules Rules: Netflix and the Culture of Reinvention" is a business and leadership book that examines Netflix’s unconventional corporate culture and management principles that drive its innovation and adaptability.
  • A. The Master Switch: The Rise and Fall of Information Empires
    The Master Switch: The Rise and Fall of Information Empires is a nonfiction book that examines the recurring cycle of openness and monopolistic control in communications and information industries throughout modern history.
  • B. The Attention Merchants: The Epic Scramble to Get Inside Our Heads
    The Attention Merchants: The Epic Scramble to Get Inside Our Heads is a nonfiction book that traces the history and mechanics of the attention economy, examining how media, advertising, and technology industries capture and monetize human attention.
  • C. The Curse of Bigness: Antitrust in the New Gilded Age
    "The Curse of Bigness: Antitrust in the New Gilded Age" is a nonfiction book by legal scholar Tim Wu that critiques the rise of corporate concentration and argues for a renewed, more aggressive antitrust enforcement in the modern economy.
  • D. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • E. Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity
    "Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity" is a historical and economic analysis that examines how technological advances have shaped inequality, political power, and shared prosperity over the past millennium.
  • 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3f981bc819098125554eeeb6375 completed March 1, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a933b00a58819084164f3dd3ecb070 completed March 5, 2026, 7:41 a.m.
NEDg Description generation batch_69a963a788f08190b8849631db63bf00 completed March 5, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69ac0da2d24881909e6f67cc9951efd2 completed March 7, 2026, 11:36 a.m.
Created at: March 1, 2026, 7:40 p.m.