Triple
T2939203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Toulmin |
E79342
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Uses of Argument
The Uses of Argument is a foundational work in informal logic and argumentation theory in which Stephen Toulmin introduces his influential model for analyzing practical reasoning.
|
E311212
|
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 Uses of Argument | Statement: [Stephen Toulmin, notableWork, The Uses of Argument]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Uses of Argument Context triple: [Stephen Toulmin, notableWork, The Uses of Argument]
-
A.
Essays in Persuasion
Essays in Persuasion is a collection of economic and political essays by John Maynard Keynes, in which he analyzes and argues for policy responses to the major issues of his time, including the aftermath of World War I and the Great Depression.
-
B.
How to Do Things with Words
How to Do Things with Words is a foundational work in 20th-century philosophy of language by J. L. Austin that introduced speech act theory and transformed understandings of how language functions in practice.
-
C.
The Logic of Practice
The Logic of Practice is a major sociological work by Pierre Bourdieu that develops his influential theories of habitus, field, and symbolic power to explain how social practices are structured and reproduced.
-
D.
Talking Reason to Power
Talking Reason to Power is the guiding motto of the Pugwash Conferences on Science and World Affairs, reflecting its mission to use rational, informed dialogue to influence global policy on peace and security.
-
E.
On Interpretation
On Interpretation is a foundational philosophical treatise by Aristotle that examines language, meaning, and the logical structure of propositions, laying groundwork for later logic and semantics.
- 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 Uses of Argument Triple: [Stephen Toulmin, notableWork, The Uses of Argument]
Generated description
The Uses of Argument is a foundational work in informal logic and argumentation theory in which Stephen Toulmin introduces his influential model for analyzing practical reasoning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Uses of Argument Target entity description: The Uses of Argument is a foundational work in informal logic and argumentation theory in which Stephen Toulmin introduces his influential model for analyzing practical reasoning.
-
A.
Essays in Persuasion
Essays in Persuasion is a collection of economic and political essays by John Maynard Keynes, in which he analyzes and argues for policy responses to the major issues of his time, including the aftermath of World War I and the Great Depression.
-
B.
How to Do Things with Words
How to Do Things with Words is a foundational work in 20th-century philosophy of language by J. L. Austin that introduced speech act theory and transformed understandings of how language functions in practice.
-
C.
The Logic of Practice
The Logic of Practice is a major sociological work by Pierre Bourdieu that develops his influential theories of habitus, field, and symbolic power to explain how social practices are structured and reproduced.
-
D.
Talking Reason to Power
Talking Reason to Power is the guiding motto of the Pugwash Conferences on Science and World Affairs, reflecting its mission to use rational, informed dialogue to influence global policy on peace and security.
-
E.
On Interpretation
On Interpretation is a foundational philosophical treatise by Aristotle that examines language, meaning, and the logical structure of propositions, laying groundwork for later logic and semantics.
- 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_69ad8b0fbab081908f6a61567c045d8d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad986d9a248190927efc1a0c7d247f |
completed | March 8, 2026, 3:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b08686b0388190a214ad8a615f2da5 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0d312b82c81908abbb005560b89a0 |
completed | March 11, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d392b8cc8190804a1bf06785d7d0 |
completed | March 11, 2026, 2:29 a.m. |
Created at: March 8, 2026, 2:56 p.m.