Triple

T10993899
Position Surface form Disambiguated ID Type / Status
Subject Ben Horowitz E259814 entity
Predicate notableWork P4 FINISHED
Object 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.
E898563 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 Hard Thing About Hard Things | Statement: [Ben Horowitz, notableWork, The Hard Thing About Hard Things]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Hard Thing About Hard Things
Context triple: [Ben Horowitz, notableWork, The Hard Thing About Hard Things]
  • A. The toughest job you'll ever love
    "The toughest job you'll ever love" is the famous recruitment slogan of the Peace Corps, highlighting the challenging yet deeply rewarding nature of its volunteer service.
  • B. Fail Up: 20 Lessons on Building Success from Failure
    "Fail Up: 20 Lessons on Building Success from Failure" is a motivational book by broadcaster and author Tavis Smiley that uses personal stories and practical insights to show how setbacks can be transformed into long-term success.
  • C. The Messy Middle: Finding Your Way Through the Hardest and Most Crucial Part of Any Bold Venture
    "The Messy Middle: Finding Your Way Through the Hardest and Most Crucial Part of Any Bold Venture" is a business and creativity book by Scott Belsky that offers practical insights and strategies for navigating the challenging, often overlooked middle stages of building and scaling ambitious projects or companies.
  • D. Paying the Cost to Be the Boss
    "Paying the Cost to Be the Boss" is a classic blues song by B.B. King that showcases his signature guitar style and themes of resilience and authority in relationships.
  • E. The Business of Happiness
    The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
  • 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 Hard Thing About Hard Things
Triple: [Ben Horowitz, notableWork, The Hard Thing About Hard Things]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Hard Thing About Hard Things
Target entity description: 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.
  • A. The toughest job you'll ever love
    "The toughest job you'll ever love" is the famous recruitment slogan of the Peace Corps, highlighting the challenging yet deeply rewarding nature of its volunteer service.
  • B. Fail Up: 20 Lessons on Building Success from Failure
    "Fail Up: 20 Lessons on Building Success from Failure" is a motivational book by broadcaster and author Tavis Smiley that uses personal stories and practical insights to show how setbacks can be transformed into long-term success.
  • C. The Messy Middle: Finding Your Way Through the Hardest and Most Crucial Part of Any Bold Venture
    "The Messy Middle: Finding Your Way Through the Hardest and Most Crucial Part of Any Bold Venture" is a business and creativity book by Scott Belsky that offers practical insights and strategies for navigating the challenging, often overlooked middle stages of building and scaling ambitious projects or companies.
  • D. Paying the Cost to Be the Boss
    "Paying the Cost to Be the Boss" is a classic blues song by B.B. King that showcases his signature guitar style and themes of resilience and authority in relationships.
  • E. The Business of Happiness
    The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d795d460d88190bff918d6dfdb0f93 completed April 9, 2026, 12:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3451451988190add2762b1e1be8ed completed April 18, 2026, 8:47 a.m.
NEDg Description generation batch_69e3556fd3548190a33f04604be947cf completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e3593b0f8481909ed7a90f8bb9839d completed April 18, 2026, 10:13 a.m.
Created at: April 8, 2026, 9:24 p.m.