Triple
T3920533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Science and Culture, and Other Essays |
E88946
|
entity |
| Predicate | hasEssay |
P27484
|
FINISHED |
| Object |
On the Advisableness of Improving Natural Knowledge
"On the Advisableness of Improving Natural Knowledge" is an essay by Thomas Henry Huxley that argues for the value and necessity of advancing scientific understanding for human progress.
|
E400555
|
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: On the Advisableness of Improving Natural Knowledge | Statement: [Science and Culture, and Other Essays, hasEssay, On the Advisableness of Improving Natural Knowledge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: On the Advisableness of Improving Natural Knowledge Context triple: [Science and Culture, and Other Essays, hasEssay, On the Advisableness of Improving Natural Knowledge]
-
A.
The Foundations of Empirical Knowledge
The Foundations of Empirical Knowledge is a 1940 philosophical work by A. J. Ayer that defends logical empiricism by critically examining sense-data theories and the justification of empirical beliefs.
-
B.
Truth, Rationality, and the Growth of Scientific Knowledge
"Truth, Rationality, and the Growth of Scientific Knowledge" is a philosophical work by Karl Popper that explores how scientific knowledge progresses through critical rationalism and the rigorous testing of theories.
-
C.
On the Sources of Knowledge and of Ignorance
On the Sources of Knowledge and of Ignorance is an essay by philosopher Karl Popper in which he explores how human knowledge grows and why systematic errors and misconceptions arise.
-
D.
Some Considerations Touching the Usefulness of Experimental Natural Philosophy
Some Considerations Touching the Usefulness of Experimental Natural Philosophy is a 17th-century work by Robert Boyle that defends and promotes the value of experimental methods in the study of nature.
-
E.
Aspects of Scientific Explanation
Aspects of Scientific Explanation is a seminal work in the philosophy of science that systematically analyzes the structure and logic of scientific explanations, especially through the deductive-nomological model.
- 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: On the Advisableness of Improving Natural Knowledge Triple: [Science and Culture, and Other Essays, hasEssay, On the Advisableness of Improving Natural Knowledge]
Generated description
"On the Advisableness of Improving Natural Knowledge" is an essay by Thomas Henry Huxley that argues for the value and necessity of advancing scientific understanding for human progress.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: On the Advisableness of Improving Natural Knowledge Target entity description: "On the Advisableness of Improving Natural Knowledge" is an essay by Thomas Henry Huxley that argues for the value and necessity of advancing scientific understanding for human progress.
-
A.
The Foundations of Empirical Knowledge
The Foundations of Empirical Knowledge is a 1940 philosophical work by A. J. Ayer that defends logical empiricism by critically examining sense-data theories and the justification of empirical beliefs.
-
B.
Truth, Rationality, and the Growth of Scientific Knowledge
"Truth, Rationality, and the Growth of Scientific Knowledge" is a philosophical work by Karl Popper that explores how scientific knowledge progresses through critical rationalism and the rigorous testing of theories.
-
C.
On the Sources of Knowledge and of Ignorance
On the Sources of Knowledge and of Ignorance is an essay by philosopher Karl Popper in which he explores how human knowledge grows and why systematic errors and misconceptions arise.
-
D.
Some Considerations Touching the Usefulness of Experimental Natural Philosophy
Some Considerations Touching the Usefulness of Experimental Natural Philosophy is a 17th-century work by Robert Boyle that defends and promotes the value of experimental methods in the study of nature.
-
E.
Aspects of Scientific Explanation
Aspects of Scientific Explanation is a seminal work in the philosophy of science that systematically analyzes the structure and logic of scientific explanations, especially through the deductive-nomological model.
- 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_69aed955229881909e85e73ffab1d343 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed5c28b08190b32ce81e5bd8f586 |
completed | March 9, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5286c807481908a67471da777b264 |
completed | March 14, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69b5298d7be08190adb4a23edb716ce6 |
completed | March 14, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52de8756c81909d03188bdc29ee88 |
completed | March 14, 2026, 9:44 a.m. |
Created at: March 9, 2026, 3:22 p.m.