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.