Triple

T13860521
Position Surface form Disambiguated ID Type / Status
Subject Guy Kawasaki E333182 entity
Predicate notableWork P4 FINISHED
Object The Art of the Start
The Art of the Start is a popular business and entrepreneurship book by Guy Kawasaki that offers practical guidance on launching and growing startups.
E1066528 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 Art of the Start | Statement: [Guy Kawasaki, notableWork, The Art of the Start]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Art of the Start
Context triple: [Guy Kawasaki, notableWork, The Art of the Start]
  • A. Masters of Scale
    Masters of Scale is a business and entrepreneurship podcast that explores how companies grow from startup to massive scale through interviews with leading founders and innovators.
  • B. Zero to One
    "Zero to One" is a bestselling business and startup book by entrepreneur and investor Peter Thiel that explores how to build innovative companies that create entirely new markets rather than competing in existing ones.
  • C. “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses”
    “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses” is a business and leadership book that distills former Apple CEO John Sculley’s insights on innovation, disruptive strategy, and scaling companies to massive growth.
  • D. The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time
    The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time is a business book by Square cofounder Jim McKelvey that explores how a series of unconventional, interlocking innovations can create companies that are difficult to compete with.
  • 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: The Art of the Start
Triple: [Guy Kawasaki, notableWork, The Art of the Start]
Generated description
The Art of the Start is a popular business and entrepreneurship book by Guy Kawasaki that offers practical guidance on launching and growing startups.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Art of the Start
Target entity description: The Art of the Start is a popular business and entrepreneurship book by Guy Kawasaki that offers practical guidance on launching and growing startups.
  • A. Masters of Scale
    Masters of Scale is a business and entrepreneurship podcast that explores how companies grow from startup to massive scale through interviews with leading founders and innovators.
  • B. Zero to One
    "Zero to One" is a bestselling business and startup book by entrepreneur and investor Peter Thiel that explores how to build innovative companies that create entirely new markets rather than competing in existing ones.
  • C. “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses”
    “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses” is a business and leadership book that distills former Apple CEO John Sculley’s insights on innovation, disruptive strategy, and scaling companies to massive growth.
  • D. The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time
    The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time is a business book by Square cofounder Jim McKelvey that explores how a series of unconventional, interlocking innovations can create companies that are difficult to compete with.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02de38e48190b6ead95561031c32 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0fd3ffc8190965a730843411b80 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c1e73fb481909f89ab3c0e9fb7d0 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c33c2f34819084502d5f03f09ddd completed May 3, 2026, 9:50 p.m.
Created at: April 9, 2026, 10:14 p.m.