Triple

T5501532
Position Surface form Disambiguated ID Type / Status
Subject Hit Refresh E144338 entity
Predicate hasSubtitle P1916 FINISHED
Object The Quest to Rediscover Microsoft’s Soul and Imagine a Better Future for Everyone
"The Quest to Rediscover Microsoft’s Soul and Imagine a Better Future for Everyone" is the subtitle of Satya Nadella’s book *Hit Refresh*, which chronicles Microsoft’s cultural and strategic transformation under his leadership and explores the broader impact of technology on society.
E532221 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: The Quest to Rediscover Microsoft’s Soul and Imagine a Better Future for Everyone | Statement: [Hit Refresh, hasSubtitle, The Quest to Rediscover Microsoft’s Soul and Imagine a Better Future for Everyone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Quest to Rediscover Microsoft’s Soul and Imagine a Better Future for Everyone
Context triple: [Hit Refresh, hasSubtitle, The Quest to Rediscover Microsoft’s Soul and Imagine a Better Future for Everyone]
  • A. Idea Man: A Memoir by the Co-founder of Microsoft
    "Idea Man: A Memoir by the Co-founder of Microsoft" is Paul Allen’s autobiographical account detailing his role in founding Microsoft, his complex relationship with Bill Gates, and his subsequent ventures in technology, business, and philanthropy.
  • B. Why the future doesn’t need us
    "Why the Future Doesn’t Need Us" is a widely discussed 2000 essay by technologist Bill Joy warning that advances in robotics, genetic engineering, and nanotechnology could pose existential risks to humanity.
  • C. Redefining the Possible
    Redefining the Possible is the official motto of California State University, Sacramento, expressing the institution’s commitment to expanding opportunities and challenging traditional limits in higher education.
  • D. Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise
    Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise is a business and technology book that chronicles the rise of Red Hat and the open-source software model, highlighting how it disrupted traditional proprietary software giants like Microsoft.
  • E. Software is eating the world
    "Software is eating the world" is a famous thesis by venture capitalist Marc Andreessen arguing that software-driven companies are transforming and dominating nearly every traditional industry.
  • 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: The Quest to Rediscover Microsoft’s Soul and Imagine a Better Future for Everyone
Triple: [Hit Refresh, hasSubtitle, The Quest to Rediscover Microsoft’s Soul and Imagine a Better Future for Everyone]
Generated description
"The Quest to Rediscover Microsoft’s Soul and Imagine a Better Future for Everyone" is the subtitle of Satya Nadella’s book *Hit Refresh*, which chronicles Microsoft’s cultural and strategic transformation under his leadership and explores the broader impact of technology on society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Quest to Rediscover Microsoft’s Soul and Imagine a Better Future for Everyone
Target entity description: "The Quest to Rediscover Microsoft’s Soul and Imagine a Better Future for Everyone" is the subtitle of Satya Nadella’s book *Hit Refresh*, which chronicles Microsoft’s cultural and strategic transformation under his leadership and explores the broader impact of technology on society.
  • A. Idea Man: A Memoir by the Co-founder of Microsoft
    "Idea Man: A Memoir by the Co-founder of Microsoft" is Paul Allen’s autobiographical account detailing his role in founding Microsoft, his complex relationship with Bill Gates, and his subsequent ventures in technology, business, and philanthropy.
  • B. Why the future doesn’t need us
    "Why the Future Doesn’t Need Us" is a widely discussed 2000 essay by technologist Bill Joy warning that advances in robotics, genetic engineering, and nanotechnology could pose existential risks to humanity.
  • C. Redefining the Possible
    Redefining the Possible is the official motto of California State University, Sacramento, expressing the institution’s commitment to expanding opportunities and challenging traditional limits in higher education.
  • D. Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise
    Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise is a business and technology book that chronicles the rise of Red Hat and the open-source software model, highlighting how it disrupted traditional proprietary software giants like Microsoft.
  • E. Software is eating the world
    "Software is eating the world" is a famous thesis by venture capitalist Marc Andreessen arguing that software-driven companies are transforming and dominating nearly every traditional industry.
  • 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_69c008f5a2748190bce7a39aabf87a6d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f0a512c81908f077378917e5879 completed March 22, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027a10fa08190853d45354fd9b044 completed March 22, 2026, 5:32 p.m.
NEDg Description generation batch_69c0345909388190bfa746d22474ab8f completed March 22, 2026, 6:26 p.m.
NED2 Entity disambiguation (via description) batch_69c0354e95808190b4386e2796291dba completed March 22, 2026, 6:30 p.m.
Created at: March 22, 2026, 3:32 p.m.