Triple

T8742417
Position Surface form Disambiguated ID Type / Status
Subject Leonard Mlodinow E207534 entity
Predicate notableWork P4 FINISHED
Object Subliminal: How Your Unconscious Mind Rules Your Behavior
"Subliminal: How Your Unconscious Mind Rules Your Behavior" is a popular science book that explores how unconscious mental processes shape our perceptions, decisions, and actions in everyday life.
E754478 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: Subliminal: How Your Unconscious Mind Rules Your Behavior | Statement: [Leonard Mlodinow, notableWork, Subliminal: How Your Unconscious Mind Rules Your Behavior]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subliminal: How Your Unconscious Mind Rules Your Behavior
Context triple: [Leonard Mlodinow, notableWork, Subliminal: How Your Unconscious Mind Rules Your Behavior]
  • A. 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.
  • B. Flim-Flam! Psychics, ESP, Unicorns, and Other Delusions
    Flim-Flam! Psychics, ESP, Unicorns, and Other Delusions is a skeptical book by magician and debunker James Randi that critically examines and exposes claims of the paranormal, pseudoscience, and superstition.
  • C. How the Mind Works
    How the Mind Works is a popular science book by cognitive scientist Steven Pinker that explores human thought and behavior through the lenses of evolutionary psychology, cognitive science, and neuroscience.
  • D. The Disciplined Mind
    The Disciplined Mind is a book by psychologist Howard Gardner that explores how education can cultivate deep understanding, ethical reflection, and disciplined thinking across core academic domains.
  • E. book The Elephant in the Brain
    The Elephant in the Brain is a non-fiction book that explores the hidden, often self-serving motives behind human behavior and social institutions.
  • 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: Subliminal: How Your Unconscious Mind Rules Your Behavior
Triple: [Leonard Mlodinow, notableWork, Subliminal: How Your Unconscious Mind Rules Your Behavior]
Generated description
"Subliminal: How Your Unconscious Mind Rules Your Behavior" is a popular science book that explores how unconscious mental processes shape our perceptions, decisions, and actions in everyday life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subliminal: How Your Unconscious Mind Rules Your Behavior
Target entity description: "Subliminal: How Your Unconscious Mind Rules Your Behavior" is a popular science book that explores how unconscious mental processes shape our perceptions, decisions, and actions in everyday life.
  • A. 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.
  • B. Flim-Flam! Psychics, ESP, Unicorns, and Other Delusions
    Flim-Flam! Psychics, ESP, Unicorns, and Other Delusions is a skeptical book by magician and debunker James Randi that critically examines and exposes claims of the paranormal, pseudoscience, and superstition.
  • C. How the Mind Works
    How the Mind Works is a popular science book by cognitive scientist Steven Pinker that explores human thought and behavior through the lenses of evolutionary psychology, cognitive science, and neuroscience.
  • D. The Disciplined Mind
    The Disciplined Mind is a book by psychologist Howard Gardner that explores how education can cultivate deep understanding, ethical reflection, and disciplined thinking across core academic domains.
  • E. book The Elephant in the Brain
    The Elephant in the Brain is a non-fiction book that explores the hidden, often self-serving motives behind human behavior and social institutions.
  • 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d6fd5dc8190906b7147f27c5d46 completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf42f282e48190ad158063e265e0f0 completed April 3, 2026, 4:32 a.m.
NEDg Description generation batch_69cf4433605c8190991f95d19726cab8 completed April 3, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf44c20b408190b622d18f78277802 completed April 3, 2026, 4:40 a.m.
Created at: March 30, 2026, 6:38 p.m.