Triple

T4861856
Position Surface form Disambiguated ID Type / Status
Subject Neal Stephenson E108677 entity
Predicate hasWrittenNonfiction P24758 FINISHED
Object In the Beginning... Was the Command Line
In the Beginning... Was the Command Line is a long-form essay by Neal Stephenson that explores the history, culture, and philosophy of operating systems and hacker culture at the turn of the digital age.
E474489 NE FINISHED

How this triple was built (5 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: In the Beginning... Was the Command Line | Statement: [Neal Stephenson, hasWrittenNonfiction, In the Beginning... Was the Command Line]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: In the Beginning... Was the Command Line
Context triple: [Neal Stephenson, hasWrittenNonfiction, In the Beginning... Was the Command Line]
  • A. The Unix Programming Environment
    The Unix Programming Environment is a classic 1984 book by Brian W. Kernighan and Rob Pike that introduces the philosophy, tools, and practices of software development on Unix systems.
  • B. Hird of Unix-Replacing Daemons
    Hird of Unix-Replacing Daemons is the recursive backronym behind the name GNU Hurd, referring to its architecture of multiple servers (daemons) designed to collectively replace traditional Unix kernel functionality.
  • C. The Computer as a Communication Device
    "The Computer as a Communication Device" is a seminal 1968 essay by J.C.R. Licklider that envisioned interactive, networked computing as a medium for human collaboration and communication, foreshadowing the modern internet.
  • D. 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.
  • E. The Universal Computer
    The Universal Computer is a book by mathematician and logician Martin Davis that traces the history and development of the concept of computation and the universal Turing machine.
  • 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: In the Beginning... Was the Command Line
Triple: [Neal Stephenson, hasWrittenNonfiction, In the Beginning... Was the Command Line]
Generated description
In the Beginning... Was the Command Line is a long-form essay by Neal Stephenson that explores the history, culture, and philosophy of operating systems and hacker culture at the turn of the digital age.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: In the Beginning... Was the Command Line
Target entity description: In the Beginning... Was the Command Line is a long-form essay by Neal Stephenson that explores the history, culture, and philosophy of operating systems and hacker culture at the turn of the digital age.
  • A. The Unix Programming Environment
    The Unix Programming Environment is a classic 1984 book by Brian W. Kernighan and Rob Pike that introduces the philosophy, tools, and practices of software development on Unix systems.
  • B. Hird of Unix-Replacing Daemons
    Hird of Unix-Replacing Daemons is the recursive backronym behind the name GNU Hurd, referring to its architecture of multiple servers (daemons) designed to collectively replace traditional Unix kernel functionality.
  • C. The Computer as a Communication Device
    "The Computer as a Communication Device" is a seminal 1968 essay by J.C.R. Licklider that envisioned interactive, networked computing as a medium for human collaboration and communication, foreshadowing the modern internet.
  • D. 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.
  • E. The Universal Computer
    The Universal Computer is a book by mathematician and logician Martin Davis that traces the history and development of the concept of computation and the universal Turing machine.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasWrittenNonfiction
Context triple: [Neal Stephenson, hasWrittenNonfiction, In the Beginning... Was the Command Line]
  • A. hasWrittenAbout
    Indicates that one entity has authored content or material discussing, analyzing, or referencing another entity.
  • B. hasWrittenWorkType
    Indicates that an entity (typically a written work) is associated with a specific type or category of written work (such as novel, article, report, etc.).
  • C. isNonfiction chosen
    Indicates that the work or content is factual rather than fictional, based on real events, people, or information.
  • D. isNonFictionCategory
    Indicates that a given category pertains to non-fiction works, such as factual or informational content rather than fictional material.
  • E. hasWrittenFor
    Indicates that one entity has created written content (such as articles, stories, or texts) for or on behalf of another entity, typically a publication, organization, or platform.
  • F. None of above.

Provenance (6 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d5f62b48190b367ed1b850cfbcb completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cf921cc8190a092bb69c1981890 completed March 21, 2026, 8:55 a.m.
NEDg Description generation batch_69be5e833ca88190b89dda5cafb180fe completed March 21, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69be5eed97a08190afd99a0700f1f4c7 completed March 21, 2026, 9:03 a.m.
PD Predicate disambiguation batch_69bd6c27334481909ba8ac80854f7d8e completed March 20, 2026, 3:47 p.m.
Created at: March 20, 2026, 1:26 p.m.