Triple

T8831271
Position Surface form Disambiguated ID Type / Status
Subject Natalie Goldberg E210147 entity
Predicate hasWritten P2831 FINISHED
Object Thunder and Lightning: Cracking Open the Writer’s Craft
Thunder and Lightning: Cracking Open the Writer’s Craft is a nonfiction book by Natalie Goldberg that offers practical guidance, reflections, and exercises on developing a consistent and authentic writing practice.
E761891 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: Thunder and Lightning: Cracking Open the Writer’s Craft | Statement: [Natalie Goldberg, hasWritten, Thunder and Lightning: Cracking Open the Writer’s Craft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thunder and Lightning: Cracking Open the Writer’s Craft
Context triple: [Natalie Goldberg, hasWritten, Thunder and Lightning: Cracking Open the Writer’s Craft]
  • A. Sometimes the Magic Works: Lessons from a Writing Life
    Sometimes the Magic Works: Lessons from a Writing Life is a memoir and craft book in which fantasy author Terry Brooks reflects on his career and shares insights into the art and practice of writing.
  • B. On Writing: A Memoir of the Craft
    On Writing: A Memoir of the Craft is Stephen King’s part-memoir, part-writing guide that blends personal anecdotes with practical advice on the art and discipline of writing.
  • C. A Writer’s Life
    A Writer’s Life is a memoir by American journalist Gay Talese that reflects on his decades-long career and the craft of literary nonfiction.
  • D. "Dance Lessons for Writers"
    "Dance Lessons for Writers" is a short story by Ian McEwan that appears as one of the pieces in his collection "First Love, Last Rites."
  • E. 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.
  • 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: Thunder and Lightning: Cracking Open the Writer’s Craft
Triple: [Natalie Goldberg, hasWritten, Thunder and Lightning: Cracking Open the Writer’s Craft]
Generated description
Thunder and Lightning: Cracking Open the Writer’s Craft is a nonfiction book by Natalie Goldberg that offers practical guidance, reflections, and exercises on developing a consistent and authentic writing practice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thunder and Lightning: Cracking Open the Writer’s Craft
Target entity description: Thunder and Lightning: Cracking Open the Writer’s Craft is a nonfiction book by Natalie Goldberg that offers practical guidance, reflections, and exercises on developing a consistent and authentic writing practice.
  • A. Sometimes the Magic Works: Lessons from a Writing Life
    Sometimes the Magic Works: Lessons from a Writing Life is a memoir and craft book in which fantasy author Terry Brooks reflects on his career and shares insights into the art and practice of writing.
  • B. On Writing: A Memoir of the Craft
    On Writing: A Memoir of the Craft is Stephen King’s part-memoir, part-writing guide that blends personal anecdotes with practical advice on the art and discipline of writing.
  • C. A Writer’s Life
    A Writer’s Life is a memoir by American journalist Gay Talese that reflects on his decades-long career and the craft of literary nonfiction.
  • D. "Dance Lessons for Writers"
    "Dance Lessons for Writers" is a short story by Ian McEwan that appears as one of the pieces in his collection "First Love, Last Rites."
  • E. 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.
  • 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_69ca8365b28081909e48e45e95dfc405 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc604ed2b88190b4f53b34b5a438f7 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf896cf5a8819098a76288bd505c1e completed April 3, 2026, 9:33 a.m.
NEDg Description generation batch_69cf8adfe8a08190a959f650207a2ca8 completed April 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69cf8bc521dc81908918b48a25f290bb completed April 3, 2026, 9:43 a.m.
Created at: March 30, 2026, 6:47 p.m.