Triple

T3032441
Position Surface form Disambiguated ID Type / Status
Subject Steve Allen E82927 entity
Predicate wrote P2831 FINISHED
Object 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.
 E319804 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: Dumbth: And 81 Ways to Make Americans Smarter | Statement: [Steve Allen, wrote, Dumbth: And 81 Ways to Make Americans Smarter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dumbth: And 81 Ways to Make Americans Smarter
Context triple: [Steve Allen, wrote, Dumbth: And 81 Ways to Make Americans Smarter]
  • A. The American Way
    The American Way is a 1939 Broadway patriotic pageant-play co-written by Moss Hart and George S. Kaufman that dramatizes the experiences of an immigrant family across generations in the United States.
  • B. America (The Book): A Citizen's Guide to Democracy Inaction
    "America (The Book): A Citizen's Guide to Democracy Inaction" is a satirical, textbook-style commentary on American politics and history created by Jon Stewart and the writers of The Daily Show.
  • C. How to Make It in America
    How to Make It in America is an HBO comedy-drama series that follows two young entrepreneurs hustling to succeed in New York City's fashion scene.
  • D. 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.
  • E. The Great American Lie
    The Great American Lie is a documentary film that examines economic inequality and the cultural values underpinning the American Dream, directed by filmmaker and activist Jennifer Siebel Newsom.
  • 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: Dumbth: And 81 Ways to Make Americans Smarter
Triple: [Steve Allen, wrote, Dumbth: And 81 Ways to Make Americans Smarter]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dumbth: And 81 Ways to Make Americans Smarter
Target entity description: "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.
  • A. The American Way
    The American Way is a 1939 Broadway patriotic pageant-play co-written by Moss Hart and George S. Kaufman that dramatizes the experiences of an immigrant family across generations in the United States.
  • B. America (The Book): A Citizen's Guide to Democracy Inaction
    "America (The Book): A Citizen's Guide to Democracy Inaction" is a satirical, textbook-style commentary on American politics and history created by Jon Stewart and the writers of The Daily Show.
  • C. How to Make It in America
    How to Make It in America is an HBO comedy-drama series that follows two young entrepreneurs hustling to succeed in New York City's fashion scene.
  • D. 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.
  • E. The Great American Lie
    The Great American Lie is a documentary film that examines economic inequality and the cultural values underpinning the American Dream, directed by filmmaker and activist Jennifer Siebel Newsom.
  • 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_69ad8b21a62881908ec5dd4fba4a187c completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9aefc2dc8190ad9b349ca45b7e30 completed March 8, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1debfa51881909e41c55774bbccf9 completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1df29c6e48190bd95c9e5c091d6d5 completed March 11, 2026, 9:31 p.m.
NED2 Entity disambiguation (via description) batch_69b1df8705fc8190827d1d131a6f274a completed March 11, 2026, 9:32 p.m.
Created at: March 8, 2026, 3:01 p.m.