Triple

T622744
Position Surface form Disambiguated ID Type / Status
Subject Little, Brown and Company E14548 entity
Predicate notableWorkPublished P80 FINISHED
Object The Tipping Point
The Tipping Point is a bestselling non-fiction book by Malcolm Gladwell that explores how small, seemingly minor actions or events can trigger large-scale social change and trends.
 E77987 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 Tipping Point | Statement: [Little, Brown and Company, notableWorkPublished, The Tipping Point]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Tipping Point
Context triple: [Little, Brown and Company, notableWorkPublished, The Tipping Point]
  • A. The Tipping Point
    The Tipping Point is a 2004 studio album by hip-hop band The Roots that blends socially conscious lyrics with live-instrumentation and experimental production.
  • 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 Wave
    The Wave is a dramatic seascape painting by French Realist artist Gustave Courbet, renowned for its powerful depiction of crashing ocean waves and turbulent natural forces.
  • 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. 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.
  • 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 Tipping Point
Triple: [Little, Brown and Company, notableWorkPublished, The Tipping Point]
Generated description
The Tipping Point is a bestselling non-fiction book by Malcolm Gladwell that explores how small, seemingly minor actions or events can trigger large-scale social change and trends.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Tipping Point
Target entity description: The Tipping Point is a bestselling non-fiction book by Malcolm Gladwell that explores how small, seemingly minor actions or events can trigger large-scale social change and trends.
  • A. The Tipping Point
    The Tipping Point is a 2004 studio album by hip-hop band The Roots that blends socially conscious lyrics with live-instrumentation and experimental production.
  • 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 Wave
    The Wave is a dramatic seascape painting by French Realist artist Gustave Courbet, renowned for its powerful depiction of crashing ocean waves and turbulent natural forces.
  • 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. 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.
  • 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_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e402d9c8190936896e3ebb6edc5 completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a563cab73c819082b51d64d249143b completed March 2, 2026, 10:17 a.m.
NEDg Description generation batch_69a5657b51c881909c393f79c359181c completed March 2, 2026, 10:24 a.m.
NED2 Entity disambiguation (via description) batch_69a565e528a88190a547f69c7e378140 completed March 2, 2026, 10:26 a.m.
Created at: March 1, 2026, 7:35 p.m.