Triple

T2553094
Position Surface form Disambiguated ID Type / Status
Subject Howard Schultz E56670 entity
Predicate notableWork P4 FINISHED
Object 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.
E276893 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: Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time | Statement: [Howard Schultz, notableWork, Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time
Context triple: [Howard Schultz, notableWork, Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. In Search of Excellence
    In Search of Excellence is the guiding motto of COMSATS University Islamabad, reflecting its commitment to high academic and research standards.
  • E. The HP Way: How Bill Hewlett and I Built Our Company
    "The HP Way: How Bill Hewlett and I Built Our Company" is a business memoir by David Packard that recounts the founding and growth of Hewlett-Packard while outlining the management philosophy and values that shaped the company.
  • 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: Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time
Triple: [Howard Schultz, notableWork, Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. In Search of Excellence
    In Search of Excellence is the guiding motto of COMSATS University Islamabad, reflecting its commitment to high academic and research standards.
  • E. The HP Way: How Bill Hewlett and I Built Our Company
    "The HP Way: How Bill Hewlett and I Built Our Company" is a business memoir by David Packard that recounts the founding and growth of Hewlett-Packard while outlining the management philosophy and values that shaped the company.
  • 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_69af5d17ecd0819097c6b95307cc7557 completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5e0b40e0819098b6cbe31152a18c completed March 9, 2026, 11:55 p.m.
NED2 Entity disambiguation (via description) batch_69af5e66a39c81909a49c272cd595c84 completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:48 p.m.