Triple

T10378412
Position Surface form Disambiguated ID Type / Status
Subject John R. Hayes E244566 entity
Predicate notableWork P4 FINISHED
Object A cognitive process theory of writing
A Cognitive Process Theory of Writing is an influential theoretical framework that models writing as a goal-directed, recursive problem-solving activity involving planning, translating, and revising.
E859795 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: A cognitive process theory of writing | Statement: [John R. Hayes, notableWork, A cognitive process theory of writing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A cognitive process theory of writing
Context triple: [John R. Hayes, notableWork, A cognitive process theory of writing]
  • A. The Relation of Habitual Thought and Behavior to Language
    "The Relation of Habitual Thought and Behavior to Language" is a seminal essay by linguist Benjamin Lee Whorf that articulates the idea that the structure of a language influences its speakers’ patterns of thought and behavior.
  • B. Schemata and the cognitive system
    "Schemata and the Cognitive System" is an influential work by cognitive psychologist David E. Rumelhart that explores how mental frameworks, or schemata, structure human perception, memory, and understanding.
  • C. Unified Theories of Cognition
    Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
  • D. 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.
  • E. Move! A Minimalist Theory of Construal
    Move! A Minimalist Theory of Construal is a linguistics monograph that develops a minimalist, movement-based approach to syntactic structure and interpretation within the Chomskyan generative tradition.
  • 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: A cognitive process theory of writing
Triple: [John R. Hayes, notableWork, A cognitive process theory of writing]
Generated description
A Cognitive Process Theory of Writing is an influential theoretical framework that models writing as a goal-directed, recursive problem-solving activity involving planning, translating, and revising.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A cognitive process theory of writing
Target entity description: A Cognitive Process Theory of Writing is an influential theoretical framework that models writing as a goal-directed, recursive problem-solving activity involving planning, translating, and revising.
  • A. The Relation of Habitual Thought and Behavior to Language
    "The Relation of Habitual Thought and Behavior to Language" is a seminal essay by linguist Benjamin Lee Whorf that articulates the idea that the structure of a language influences its speakers’ patterns of thought and behavior.
  • B. Schemata and the cognitive system
    "Schemata and the Cognitive System" is an influential work by cognitive psychologist David E. Rumelhart that explores how mental frameworks, or schemata, structure human perception, memory, and understanding.
  • C. Unified Theories of Cognition
    Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
  • D. 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.
  • E. Move! A Minimalist Theory of Construal
    Move! A Minimalist Theory of Construal is a linguistics monograph that develops a minimalist, movement-based approach to syntactic structure and interpretation within the Chomskyan generative tradition.
  • 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.