Triple

T22895842
Position Surface form Disambiguated ID Type / Status
Subject Richard P. Gabriel E568170 entity
Predicate notableWork P4 FINISHED
Object book "Writers' Workshops & the Work of Making Things"
"Writers' Workshops & the Work of Making Things" is a book by Richard P. Gabriel that explores how the collaborative practices of writers’ workshops can inform and improve the creative and design processes in fields like software development.
 E1560618 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: book "Writers' Workshops & the Work of Making Things" | Statement: [Richard P. Gabriel, notableWork, book "Writers' Workshops & the Work of Making Things"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: book "Writers' Workshops & the Work of Making Things"
Context triple: [Richard P. Gabriel, notableWork, book "Writers' Workshops & the Work of Making Things"]
  • A. Wiershop
    Wiershop is a small municipality in northern Germany, located in the state of Schleswig-Holstein.
  • B. the making of a writer
    "The making of a writer" refers to the formative experiences, influences, and inner development through which a person gradually acquires the skills, perspective, and identity of an author.
  • C. book The Creative Act: A Way of Being
    The Creative Act: A Way of Being is a philosophical and practical exploration of creativity by legendary music producer Rick Rubin, offering reflections and guidance on living a more creative life.
  • D. book "Unlocking Creativity: A Producer's Guide to Making Music and Art"
    "Unlocking Creativity: A Producer's Guide to Making Music and Art" is a practical and philosophical guide by renowned record producer Michael Beinhorn that explores how artists and producers can enhance their creative process and realize more authentic, impactful work.
  • E. The Art of Book-Making
    "The Art of Book-Making" is a humorous, satirical essay by Washington Irving that playfully critiques unoriginal authorship and literary plagiarism.
  • 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: book "Writers' Workshops & the Work of Making Things"
Triple: [Richard P. Gabriel, notableWork, book "Writers' Workshops & the Work of Making Things"]
Generated description
"Writers' Workshops & the Work of Making Things" is a book by Richard P. Gabriel that explores how the collaborative practices of writers’ workshops can inform and improve the creative and design processes in fields like software development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: book "Writers' Workshops & the Work of Making Things"
Target entity description: "Writers' Workshops & the Work of Making Things" is a book by Richard P. Gabriel that explores how the collaborative practices of writers’ workshops can inform and improve the creative and design processes in fields like software development.
  • A. Wiershop
    Wiershop is a small municipality in northern Germany, located in the state of Schleswig-Holstein.
  • B. the making of a writer
    "The making of a writer" refers to the formative experiences, influences, and inner development through which a person gradually acquires the skills, perspective, and identity of an author.
  • C. book The Creative Act: A Way of Being
    The Creative Act: A Way of Being is a philosophical and practical exploration of creativity by legendary music producer Rick Rubin, offering reflections and guidance on living a more creative life.
  • D. book "Unlocking Creativity: A Producer's Guide to Making Music and Art"
    "Unlocking Creativity: A Producer's Guide to Making Music and Art" is a practical and philosophical guide by renowned record producer Michael Beinhorn that explores how artists and producers can enhance their creative process and realize more authentic, impactful work.
  • E. The Art of Book-Making
    "The Art of Book-Making" is a humorous, satirical essay by Washington Irving that playfully critiques unoriginal authorship and literary plagiarism.
  • 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_69e2458c23ec81908fa2570692c6614f completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1801212808190b6471764d6c0b264 completed April 29, 2026, 3:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bb9c59acc819090353ecaddac1624 completed May 19, 2026, 1:15 a.m.
NEDg Description generation batch_6a0bbbf1fdb4819082a721c75958eaa1 completed May 19, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0bbcaee9508190aa5c84a8930e15cd completed May 19, 2026, 1:28 a.m.
Created at: April 17, 2026, 3:40 p.m.