Triple

T21089516
Position Surface form Disambiguated ID Type / Status
Subject Stephen Hicks E519599 entity
Predicate notableWork P4 FINISHED
Object Entrepreneurial Living
Entrepreneurial Living is a book by philosopher Stephen Hicks that explores the mindset, values, and practical principles behind successful entrepreneurial life and culture.
E1466205 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: Entrepreneurial Living | Statement: [Stephen Hicks, notableWork, Entrepreneurial Living]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Entrepreneurial Living
Context triple: [Stephen Hicks, notableWork, Entrepreneurial Living]
  • A. The Business of Living
    The Business of Living is the English title of Cesare Pavese’s posthumously published diaries, which chronicle his reflections on life, literature, and existential despair.
  • B. Lessons in Life and Business
    "Lessons in Life and Business" is the subtitle of Richard Branson’s motivational book "Screw It, Let’s Do It," which shares his personal philosophies, entrepreneurial insights, and life lessons.
  • C. Beyond Entrepreneurship
    Beyond Entrepreneurship is a business and leadership book that offers practical frameworks and guidance for building and sustaining visionary, high-performing companies.
  • D. Entrepreneurship and Innovation
    Entrepreneurship and Innovation is an academic department focused on teaching and researching how new ventures, creative business models, and innovative practices are developed and managed.
  • E. The making of a living and the living of a life
    "The making of a living and the living of a life" is the guiding motto of the Rochester Institute of Technology, emphasizing a balance between professional success and personal fulfillment.
  • 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: Entrepreneurial Living
Triple: [Stephen Hicks, notableWork, Entrepreneurial Living]
Generated description
Entrepreneurial Living is a book by philosopher Stephen Hicks that explores the mindset, values, and practical principles behind successful entrepreneurial life and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Entrepreneurial Living
Target entity description: Entrepreneurial Living is a book by philosopher Stephen Hicks that explores the mindset, values, and practical principles behind successful entrepreneurial life and culture.
  • A. The Business of Living
    The Business of Living is the English title of Cesare Pavese’s posthumously published diaries, which chronicle his reflections on life, literature, and existential despair.
  • B. Lessons in Life and Business
    "Lessons in Life and Business" is the subtitle of Richard Branson’s motivational book "Screw It, Let’s Do It," which shares his personal philosophies, entrepreneurial insights, and life lessons.
  • C. Beyond Entrepreneurship
    Beyond Entrepreneurship is a business and leadership book that offers practical frameworks and guidance for building and sustaining visionary, high-performing companies.
  • D. Entrepreneurship and Innovation
    Entrepreneurship and Innovation is an academic department focused on teaching and researching how new ventures, creative business models, and innovative practices are developed and managed.
  • E. The making of a living and the living of a life
    "The making of a living and the living of a life" is the guiding motto of the Rochester Institute of Technology, emphasizing a balance between professional success and personal fulfillment.
  • 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_69e0b507dd9081908fb8bfcbef4c8b46 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7094dd65481909391ed74115afc23 completed April 21, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a5879d88190ac29a01da51ea009 completed May 17, 2026, 6:04 a.m.
NEDg Description generation batch_6a095c017bec81909fd6c73a0fb677df completed May 17, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_6a095cee4c308190a08844f285231ff9 completed May 17, 2026, 6:15 a.m.
Created at: April 16, 2026, 2:50 p.m.