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.