Triple

T17411109
Position Surface form Disambiguated ID Type / Status
Subject Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise E423361 entity
Predicate title P38 FINISHED
Object Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise NE NERFINISHED

How this triple was built (2 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: Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise | Statement: [Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise, title, Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise
Context triple: [Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise, title, Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise]
  • A. Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise chosen
    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.
  • B. Direct from Dell: Strategies That Revolutionized an Industry
    "Direct from Dell: Strategies That Revolutionized an Industry" is a business book in which Michael Dell explains the innovative direct-sales model and management strategies that transformed Dell into a leading global technology company.
  • C. 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.
  • D. Netscape Time: The Making of the Billion-Dollar Start-Up That Took on Microsoft
    "Netscape Time: The Making of the Billion-Dollar Start-Up That Took on Microsoft" is a business and technology memoir chronicling the rise of Netscape and its battle with Microsoft during the early days of the commercial internet.
  • E. The Cathedral and the Bazaar
    The Cathedral and the Bazaar is a highly influential essay and book on open-source software development that contrasts centralized, top-down programming models with decentralized, collaborative approaches.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d889d7d27c819088486ce3f0627fa1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43b0a88e881909b2886bd90c92992 completed April 19, 2026, 2:16 a.m.
Created at: April 10, 2026, 5:46 a.m.