Triple
T2553095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Schultz |
E56670
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Onward: How Starbucks Fought for Its Life without Losing Its Soul
"Onward: How Starbucks Fought for Its Life without Losing Its Soul" is a memoir and business book by Howard Schultz that chronicles Starbucks’ turnaround during the late-2000s financial crisis and explores how the company sought to revive growth while preserving its core values.
|
E280146
|
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: Onward: How Starbucks Fought for Its Life without Losing Its Soul | Statement: [Howard Schultz, notableWork, Onward: How Starbucks Fought for Its Life without Losing Its Soul]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Onward: How Starbucks Fought for Its Life without Losing Its Soul Context triple: [Howard Schultz, notableWork, Onward: How Starbucks Fought for Its Life without Losing Its Soul]
-
A.
Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time
Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time is a business memoir in which Starbucks CEO Howard Schultz recounts the company’s growth and shares his philosophy on leadership, brand-building, and values-driven entrepreneurship.
-
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.
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.
-
E.
Built to Last
Built to Last is the final studio album by the American rock band Grateful Dead, released in 1989 and noted for its polished production and later-era songwriting.
- 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: Onward: How Starbucks Fought for Its Life without Losing Its Soul Triple: [Howard Schultz, notableWork, Onward: How Starbucks Fought for Its Life without Losing Its Soul]
Generated description
"Onward: How Starbucks Fought for Its Life without Losing Its Soul" is a memoir and business book by Howard Schultz that chronicles Starbucks’ turnaround during the late-2000s financial crisis and explores how the company sought to revive growth while preserving its core values.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Onward: How Starbucks Fought for Its Life without Losing Its Soul Target entity description: "Onward: How Starbucks Fought for Its Life without Losing Its Soul" is a memoir and business book by Howard Schultz that chronicles Starbucks’ turnaround during the late-2000s financial crisis and explores how the company sought to revive growth while preserving its core values.
-
A.
Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time
Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time is a business memoir in which Starbucks CEO Howard Schultz recounts the company’s growth and shares his philosophy on leadership, brand-building, and values-driven entrepreneurship.
-
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.
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.
-
E.
Built to Last
Built to Last is the final studio album by the American rock band Grateful Dead, released in 1989 and noted for its polished production and later-era songwriting.
- 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_69ab4a4bfec081908039988ec4c86e28 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd30bc6388190b78f2f931eb54041 |
completed | March 7, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af655c8d7c8190bef109b10d04464f |
completed | March 10, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_69af6626136881909bb1f7dd35ac3e93 |
completed | March 10, 2026, 12:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af69fa2bb081909ae463407cd4dd04 |
completed | March 10, 2026, 12:46 a.m. |
Created at: March 6, 2026, 9:48 p.m.