Triple
T7331307
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Graham Wallas |
E169005
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | The Art of Thought |
E657424
|
NE FINISHED |
How this triple was built (2 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 Art of Thought | Statement: [Graham Wallas, notableWork, The Art of Thought]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Art of Thought Context triple: [Graham Wallas, notableWork, The Art of Thought]
-
A.
The Art of Thought
chosen
The Art of Thought is a seminal 1926 book by social psychologist Graham Wallas that introduced the influential four-stage model of the creative process (preparation, incubation, illumination, verification).
-
B.
Modes of Thought
Modes of Thought is a later philosophical work by Alfred North Whitehead that further develops his process philosophy and reflections on science, metaphysics, and human experience.
-
C.
How We Think
How We Think is a foundational philosophical and educational work by John Dewey that analyzes the nature of reflective thought and its role in effective learning and problem-solving.
-
D.
Beyond the Limits of Thought
Beyond the Limits of Thought is a seminal philosophical work by Graham Priest that explores logical paradoxes and the boundaries of rational thought, advancing his influential dialetheist view that some contradictions can be true.
-
E.
The Life of the Mind
The Life of the Mind is a posthumously published philosophical work by Hannah Arendt that explores the nature of thinking, willing, and judging as fundamental activities of human consciousness.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c68a568a6481908f11e20db7bc8446 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f0bf93dc8190931c13865ba827dd |
completed | March 27, 2026, 9:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7fa7f71888190a5025355c303c41d |
completed | March 28, 2026, 3:57 p.m. |
Created at: March 27, 2026, 3:03 p.m.