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.