Triple
T14159157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dorothy L. Sayers |
E350891
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Lost Tools of Learning
The Lost Tools of Learning is a 1947 essay by Dorothy L. Sayers that advocates a return to a classical, trivium-based approach to education focused on teaching students how to think and learn for themselves.
|
E1083901
|
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 Lost Tools of Learning | Statement: [Dorothy L. Sayers, notableWork, The Lost Tools of Learning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Lost Tools of Learning Context triple: [Dorothy L. Sayers, notableWork, The Lost Tools of Learning]
-
A.
On Teaching
"On Teaching" is an influential book by educator Herbert Kohl that explores progressive, student-centered approaches to classroom practice and the moral responsibilities of teachers.
-
B.
The Place of Useful Learning
The Place of Useful Learning is the motto of the University of Strathclyde, reflecting its focus on practical, applied education and research that benefits society and industry.
-
C.
The First Teacher
The First Teacher is a 1965 Soviet drama film directed by Andrei Konchalovsky, adapted from Chinghiz Aitmatov’s novella about a young teacher bringing education and social change to a remote Kyrgyz village.
-
D.
The New Education (essays and addresses)
The New Education (essays and addresses) is a collection of influential writings by Harvard president Charles W. Eliot advocating progressive reforms in higher education and the elective system in American universities.
-
E.
Of Education
"Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
- 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 Lost Tools of Learning Triple: [Dorothy L. Sayers, notableWork, The Lost Tools of Learning]
Generated description
The Lost Tools of Learning is a 1947 essay by Dorothy L. Sayers that advocates a return to a classical, trivium-based approach to education focused on teaching students how to think and learn for themselves.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Lost Tools of Learning Target entity description: The Lost Tools of Learning is a 1947 essay by Dorothy L. Sayers that advocates a return to a classical, trivium-based approach to education focused on teaching students how to think and learn for themselves.
-
A.
On Teaching
"On Teaching" is an influential book by educator Herbert Kohl that explores progressive, student-centered approaches to classroom practice and the moral responsibilities of teachers.
-
B.
The Place of Useful Learning
The Place of Useful Learning is the motto of the University of Strathclyde, reflecting its focus on practical, applied education and research that benefits society and industry.
-
C.
The First Teacher
The First Teacher is a 1965 Soviet drama film directed by Andrei Konchalovsky, adapted from Chinghiz Aitmatov’s novella about a young teacher bringing education and social change to a remote Kyrgyz village.
-
D.
The New Education (essays and addresses)
The New Education (essays and addresses) is a collection of influential writings by Harvard president Charles W. Eliot advocating progressive reforms in higher education and the elective system in American universities.
-
E.
Of Education
"Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
- 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61377de48190a3470d28f0edd34a |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7ef4d80819098d210503f5d22e9 |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fd02cee5e0819086718893d1621481 |
completed | May 7, 2026, 9:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd063668f4819099d52bee7e7cdc32 |
completed | May 7, 2026, 9:37 p.m. |
Created at: April 10, 2026, 12:58 a.m.