Triple

T17505770
Position Surface form Disambiguated ID Type / Status
Subject This Explains Everything E426311 entity
Predicate precededBy P97 FINISHED
Object This Will Make You Smarter
"This Will Make You Smarter" is a 2012 science and ideas anthology edited by John Brockman, collecting short essays from leading thinkers on concepts that can enhance human intelligence and decision-making.
E1272630 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: This Will Make You Smarter | Statement: [This Explains Everything, precededBy, This Will Make You Smarter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: This Will Make You Smarter
Context triple: [This Explains Everything, precededBy, This Will Make You Smarter]
  • A. Things That Make Us Smart
    Things That Make Us Smart is a book by cognitive scientist Donald A. Norman that explores how well-designed tools and technologies can enhance human thinking and problem-solving.
  • B. Dumbth: And 81 Ways to Make Americans Smarter
    "Dumbth: And 81 Ways to Make Americans Smarter" is a humorous yet critical book by Steve Allen that examines anti-intellectualism in American culture and proposes practical ways to encourage clearer thinking and greater intelligence.
  • C. The Science of Success
    The Science of Success is a business and management book by Charles Koch that outlines the Market-Based Management philosophy he used to build Koch Industries into one of the largest private companies in the world.
  • D. Think Like a Freak
    Think Like a Freak is a popular non-fiction book by economist Steven Levitt and journalist Stephen Dubner that applies unconventional, data-driven thinking to everyday problems and decision-making.
  • E. It's Okay to Be Smart
    It's Okay to Be Smart is an educational YouTube series hosted by Joe Hanson that explores scientific concepts and curiosities in an accessible, entertaining way.
  • 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: This Will Make You Smarter
Triple: [This Explains Everything, precededBy, This Will Make You Smarter]
Generated description
"This Will Make You Smarter" is a 2012 science and ideas anthology edited by John Brockman, collecting short essays from leading thinkers on concepts that can enhance human intelligence and decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: This Will Make You Smarter
Target entity description: "This Will Make You Smarter" is a 2012 science and ideas anthology edited by John Brockman, collecting short essays from leading thinkers on concepts that can enhance human intelligence and decision-making.
  • A. Things That Make Us Smart
    Things That Make Us Smart is a book by cognitive scientist Donald A. Norman that explores how well-designed tools and technologies can enhance human thinking and problem-solving.
  • B. Dumbth: And 81 Ways to Make Americans Smarter
    "Dumbth: And 81 Ways to Make Americans Smarter" is a humorous yet critical book by Steve Allen that examines anti-intellectualism in American culture and proposes practical ways to encourage clearer thinking and greater intelligence.
  • C. The Science of Success
    The Science of Success is a business and management book by Charles Koch that outlines the Market-Based Management philosophy he used to build Koch Industries into one of the largest private companies in the world.
  • D. Think Like a Freak
    Think Like a Freak is a popular non-fiction book by economist Steven Levitt and journalist Stephen Dubner that applies unconventional, data-driven thinking to everyday problems and decision-making.
  • E. It's Okay to Be Smart
    It's Okay to Be Smart is an educational YouTube series hosted by Joe Hanson that explores scientific concepts and curiosities in an accessible, entertaining way.
  • 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_69d889dd9164819087b1dc3c9240c870 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452159c28819084b2cba4313ddf28 completed April 19, 2026, 3:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c20a6370819098b4876ca8ff1ebf completed May 11, 2026, 11:48 a.m.
NEDg Description generation batch_6a01c3881f6081908f13c4033933b252 completed May 11, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_6a01c41859008190b786bdc2c09f24d1 completed May 11, 2026, 11:57 a.m.
Created at: April 10, 2026, 5:48 a.m.