Triple

T6091555
Position Surface form Disambiguated ID Type / Status
Subject Zero to One E135776 entity
Predicate notableChapter P5600 FINISHED
Object If You Build It, Will They Come?
"If You Build It, Will They Come?" is a chapter from Peter Thiel’s startup book *Zero to One* that examines why creating a product is not enough without a strong strategy for distribution and customer acquisition.
E569824 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: If You Build It, Will They Come? | Statement: [Zero to One, notableChapter, If You Build It, Will They Come?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: If You Build It, Will They Come?
Context triple: [Zero to One, notableChapter, If You Build It, Will They Come?]
  • A. Wyandanch Village transit-oriented development
    Wyandanch Village transit-oriented development is a mixed-use, pedestrian-focused redevelopment project in Wyandanch, New York, designed to revitalize the area with new housing, retail, and public spaces centered around mass transit access.
  • B. The Quest for Community
    The Quest for Community is a seminal sociological work by Robert Nisbet that critiques modern individualism and explores the human need for stable, meaningful social bonds and intermediate institutions.
  • C. Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities
    "Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities" is an urban planning book by Ryan Gravel that explores how reimagining transportation and infrastructure can create more livable, equitable, and sustainable cities.
  • D. People’s Living Lab
    People’s Living Lab is the core theme of Expo 2025, envisioning the world’s fair as a large-scale experimental space where people, technologies, and ideas interact to co-create solutions for future society.
  • E. The Architecture of the City
    The Architecture of the City is Aldo Rossi’s influential 1966 theoretical treatise that redefined urban design by emphasizing the city’s collective memory, typology, and enduring formal structures.
  • 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: If You Build It, Will They Come?
Triple: [Zero to One, notableChapter, If You Build It, Will They Come?]
Generated description
"If You Build It, Will They Come?" is a chapter from Peter Thiel’s startup book *Zero to One* that examines why creating a product is not enough without a strong strategy for distribution and customer acquisition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: If You Build It, Will They Come?
Target entity description: "If You Build It, Will They Come?" is a chapter from Peter Thiel’s startup book *Zero to One* that examines why creating a product is not enough without a strong strategy for distribution and customer acquisition.
  • A. Wyandanch Village transit-oriented development
    Wyandanch Village transit-oriented development is a mixed-use, pedestrian-focused redevelopment project in Wyandanch, New York, designed to revitalize the area with new housing, retail, and public spaces centered around mass transit access.
  • B. The Quest for Community
    The Quest for Community is a seminal sociological work by Robert Nisbet that critiques modern individualism and explores the human need for stable, meaningful social bonds and intermediate institutions.
  • C. Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities
    "Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities" is an urban planning book by Ryan Gravel that explores how reimagining transportation and infrastructure can create more livable, equitable, and sustainable cities.
  • D. People’s Living Lab
    People’s Living Lab is the core theme of Expo 2025, envisioning the world’s fair as a large-scale experimental space where people, technologies, and ideas interact to co-create solutions for future society.
  • E. The Architecture of the City
    The Architecture of the City is Aldo Rossi’s influential 1966 theoretical treatise that redefined urban design by emphasizing the city’s collective memory, typology, and enduring formal structures.
  • 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_69c0087bcc788190b20f093d3a6c60ec completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c057ab7324819086d4708e6f9391c0 completed March 22, 2026, 8:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c12531d764819083e1bb37d8c81a6c completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c12964de988190a9673abe4140980e completed March 23, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_69c129d7cd348190963e1a266d5e88ae completed March 23, 2026, 11:53 a.m.
Created at: March 22, 2026, 4:12 p.m.