Triple
T3780646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blitzscaling |
E85406
|
entity |
| Predicate | hasSubtitle |
P1916
|
FINISHED |
| Object | The Lightning-Fast Path to Building Massively Valuable Companies |
E85406
|
NE FINISHED |
How this triple was built (2 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 Lightning-Fast Path to Building Massively Valuable Companies | Statement: [Blitzscaling, hasSubtitle, The Lightning-Fast Path to Building Massively Valuable Companies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Lightning-Fast Path to Building Massively Valuable Companies Context triple: [Blitzscaling, hasSubtitle, The Lightning-Fast Path to Building Massively Valuable Companies]
-
A.
“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.
-
B.
The Untold Story of How Salesforce.com Went from Idea to Billion-Dollar Company—and Revolutionized an Industry
"The Untold Story of How Salesforce.com Went from Idea to Billion-Dollar Company—and Revolutionized an Industry" is the subtitle of Marc Benioff’s business book "Behind the Cloud," which chronicles the creation and disruptive growth of Salesforce.com and the broader impact of cloud computing on the software industry.
-
C.
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.
-
D.
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.
-
E.
Blitzscaling
chosen
Blitzscaling is a business growth strategy and framework popularized in a book by Reid Hoffman that focuses on prioritizing rapid scale over efficiency to quickly dominate markets in the face of uncertainty.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69aed937fa8881908208ef3801060826 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee3d84d7881909828903896b3cb7f |
completed | March 9, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f040676c8190aa3a7952a9d6f62b |
completed | March 14, 2026, 5:21 a.m. |
Created at: March 9, 2026, 3:12 p.m.