Triple

T12247120
Position Surface form Disambiguated ID Type / Status
Subject Getting Things Done methodology E291878 entity
Predicate describedIn P519 FINISHED
Object Getting Things Done: The Art of Stress-Free Productivity
Getting Things Done: The Art of Stress-Free Productivity is a bestselling productivity book by David Allen that outlines a practical system for organizing tasks and reducing stress through clear workflows and actionable lists.
E971003 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: Getting Things Done: The Art of Stress-Free Productivity | Statement: [Getting Things Done methodology, describedIn, Getting Things Done: The Art of Stress-Free Productivity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Getting Things Done: The Art of Stress-Free Productivity
Context triple: [Getting Things Done methodology, describedIn, Getting Things Done: The Art of Stress-Free Productivity]
  • A. The TB12 Method
    The TB12 Method is Tom Brady’s fitness and lifestyle philosophy and program, emphasizing pliability, nutrition, and recovery to support peak athletic performance and longevity.
  • B. The 7 Habits of Highly Effective People
    The 7 Habits of Highly Effective People is a bestselling self-help and personal development book by Stephen R. Covey that outlines a principle-centered approach to effectiveness in both personal and professional life.
  • C. The Trump Card: Playing to Win in Work and Life
    The Trump Card: Playing to Win in Work and Life is a self-help and business advice book by Ivanka Trump that blends personal anecdotes with guidance on career success and personal branding.
  • D. The Creative Habit
    The Creative Habit is a bestselling book by choreographer Twyla Tharp that offers practical strategies and insights on building creativity as a daily discipline.
  • E. The Hard Thing About Hard Things
    The Hard Thing About Hard Things is a business and leadership book by entrepreneur and venture capitalist Ben Horowitz that offers candid, experience-based advice on building and running startups through their toughest challenges.
  • 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: Getting Things Done: The Art of Stress-Free Productivity
Triple: [Getting Things Done methodology, describedIn, Getting Things Done: The Art of Stress-Free Productivity]
Generated description
Getting Things Done: The Art of Stress-Free Productivity is a bestselling productivity book by David Allen that outlines a practical system for organizing tasks and reducing stress through clear workflows and actionable lists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Getting Things Done: The Art of Stress-Free Productivity
Target entity description: Getting Things Done: The Art of Stress-Free Productivity is a bestselling productivity book by David Allen that outlines a practical system for organizing tasks and reducing stress through clear workflows and actionable lists.
  • A. The TB12 Method
    The TB12 Method is Tom Brady’s fitness and lifestyle philosophy and program, emphasizing pliability, nutrition, and recovery to support peak athletic performance and longevity.
  • B. The 7 Habits of Highly Effective People
    The 7 Habits of Highly Effective People is a bestselling self-help and personal development book by Stephen R. Covey that outlines a principle-centered approach to effectiveness in both personal and professional life.
  • C. The Trump Card: Playing to Win in Work and Life
    The Trump Card: Playing to Win in Work and Life is a self-help and business advice book by Ivanka Trump that blends personal anecdotes with guidance on career success and personal branding.
  • D. The Creative Habit
    The Creative Habit is a bestselling book by choreographer Twyla Tharp that offers practical strategies and insights on building creativity as a daily discipline.
  • E. The Hard Thing About Hard Things
    The Hard Thing About Hard Things is a business and leadership book by entrepreneur and venture capitalist Ben Horowitz that offers candid, experience-based advice on building and running startups through their toughest challenges.
  • 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_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cb893a08190bbdfcb23082b8f34 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ab9a9b08190903c1ce6d91af2b5 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bdd8d508190813178ff4c77afcf completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c67c680819087630d190d0a008f completed May 2, 2026, 2:38 p.m.
Created at: April 8, 2026, 9:51 p.m.