Triple

T482623
Position Surface form Disambiguated ID Type / Status
Subject Tim Wu E9802 entity
Predicate hasWritten P2831 FINISHED
Object 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.
E60449 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: The Attention Merchants: The Epic Scramble to Get Inside Our Heads | Statement: [Tim Wu, hasWritten, The Attention Merchants: The Epic Scramble to Get Inside Our Heads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Attention Merchants: The Epic Scramble to Get Inside Our Heads
Context triple: [Tim Wu, hasWritten, The Attention Merchants: The Epic Scramble to Get Inside Our Heads]
  • 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 Business of Happiness
    The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
  • C. No Logo
    No Logo is a landmark anti-corporate globalization book by Naomi Klein that critiques brand-driven consumer culture and the power of multinational corporations.
  • D. Triumph of the Market
    Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
  • E. People, Power, and Profits
    People, Power, and Profits is a book by economist Joseph Stiglitz that critiques contemporary capitalism and proposes reforms to create a fairer, more inclusive economy and democracy.
  • 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: The Attention Merchants: The Epic Scramble to Get Inside Our Heads
Triple: [Tim Wu, hasWritten, The Attention Merchants: The Epic Scramble to Get Inside Our Heads]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Attention Merchants: The Epic Scramble to Get Inside Our Heads
Target entity description: 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.
  • 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 Business of Happiness
    The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
  • C. No Logo
    No Logo is a landmark anti-corporate globalization book by Naomi Klein that critiques brand-driven consumer culture and the power of multinational corporations.
  • D. Triumph of the Market
    Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
  • E. People, Power, and Profits
    People, Power, and Profits is a book by economist Joseph Stiglitz that critiques contemporary capitalism and proposes reforms to create a fairer, more inclusive economy and democracy.
  • 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_69a2e802e2908190ab17c9479e0b6412 completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f05a7f6c819082b4a5a3e69468a6 completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4711ea1dc8190ac4bf0efaf0890b7 completed March 1, 2026, 5:02 p.m.
NEDg Description generation batch_69a47275bfd08190ad6a6275b981caf2 completed March 1, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_69a472c4e1708190853f390eeb0edf8a completed March 1, 2026, 5:09 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.