Triple

T10378414
Position Surface form Disambiguated ID Type / Status
Subject John R. Hayes E244566 entity
Predicate notableWork P4 FINISHED
Object The science of writing
"The Science of Writing" is a scholarly work by cognitive psychologist John R. Hayes that analyzes the mental processes and strategies involved in written composition.
E859797 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 science of writing | Statement: [John R. Hayes, notableWork, The science of writing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The science of writing
Context triple: [John R. Hayes, notableWork, The science of writing]
  • A. The True Secret of Writing: Connecting Life with Language
    The True Secret of Writing: Connecting Life with Language is a contemplative guidebook by Natalie Goldberg that blends memoir, Zen-inspired philosophy, and practical exercises to help writers deepen their creative practice and connect their everyday lives with the act of writing.
  • B. The Right to Write
    The Right to Write is a self-help book by Julia Cameron that offers guidance and exercises to help people develop a more natural, joyful, and creative writing practice.
  • C. 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.
  • D. The Literary Mind
    The Literary Mind is a critical work by Max Eastman that explores the nature, function, and psychology of literature and artistic expression.
  • E. On the Arrangement of Words
    On the Arrangement of Words is an ancient rhetorical treatise by Dionysius of Halicarnassus that analyzes how word order and stylistic choices affect the clarity, harmony, and persuasive power of prose.
  • 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 science of writing
Triple: [John R. Hayes, notableWork, The science of writing]
Generated description
"The Science of Writing" is a scholarly work by cognitive psychologist John R. Hayes that analyzes the mental processes and strategies involved in written composition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The science of writing
Target entity description: "The Science of Writing" is a scholarly work by cognitive psychologist John R. Hayes that analyzes the mental processes and strategies involved in written composition.
  • A. The True Secret of Writing: Connecting Life with Language
    The True Secret of Writing: Connecting Life with Language is a contemplative guidebook by Natalie Goldberg that blends memoir, Zen-inspired philosophy, and practical exercises to help writers deepen their creative practice and connect their everyday lives with the act of writing.
  • B. The Right to Write
    The Right to Write is a self-help book by Julia Cameron that offers guidance and exercises to help people develop a more natural, joyful, and creative writing practice.
  • C. 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.
  • D. The Literary Mind
    The Literary Mind is a critical work by Max Eastman that explores the nature, function, and psychology of literature and artistic expression.
  • E. On the Arrangement of Words
    On the Arrangement of Words is an ancient rhetorical treatise by Dionysius of Halicarnassus that analyzes how word order and stylistic choices affect the clarity, harmony, and persuasive power of prose.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e98fead88190ace49f34b8a27c25 completed April 7, 2026, 11:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7957e52108190a8d262b30a7d2780 completed April 9, 2026, 12:03 p.m.
NEDg Description generation batch_69d798e3dba08190911fc9fec5d2c8e2 completed April 9, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_69d79a6086fc8190ab8454a216dfda8c completed April 9, 2026, 12:24 p.m.
Created at: April 6, 2026, 12:03 p.m.