Triple
T20717573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Ziman |
E509213
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Force of Knowledge: The Scientific Dimension of Society
The Force of Knowledge: The Scientific Dimension of Society is a seminal book by physicist and philosopher John Ziman that analyzes how scientific knowledge is produced, organized, and embedded within modern social and institutional structures.
|
E1446862
|
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 Force of Knowledge: The Scientific Dimension of Society | Statement: [John Ziman, notableWork, The Force of Knowledge: The Scientific Dimension of Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Force of Knowledge: The Scientific Dimension of Society Context triple: [John Ziman, notableWork, The Force of Knowledge: The Scientific Dimension of Society]
-
A.
The Social Function of Science
The Social Function of Science is a seminal 1939 work by J. D. Bernal that analyzes the role of scientific research in society, economics, and politics and argues for its planned, socially responsible organization.
-
B.
Science in a Free Society
Science in a Free Society is a 1978 philosophical work by Paul Feyerabend that critiques scientific rationalism and argues for pluralism, democracy, and freedom in the practice and governance of science.
-
C.
The Use of Knowledge in Society
The Use of Knowledge in Society is a seminal 1945 essay by economist Friedrich Hayek that argues how dispersed, tacit knowledge makes decentralized market prices superior to central planning in coordinating economic activity.
-
D.
The Warfare of Science
The Warfare of Science is a seminal 19th-century work by Andrew Dickson White that argues for the historical conflict between scientific progress and religious dogma.
-
E.
The Rationality of Science
The Rationality of Science is a philosophical work by Alan Musgrave that defends a critical rationalist account of scientific method and justification, engaging with debates over realism, theory choice, and the objectivity of scientific knowledge.
- 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 Force of Knowledge: The Scientific Dimension of Society Triple: [John Ziman, notableWork, The Force of Knowledge: The Scientific Dimension of Society]
Generated description
The Force of Knowledge: The Scientific Dimension of Society is a seminal book by physicist and philosopher John Ziman that analyzes how scientific knowledge is produced, organized, and embedded within modern social and institutional structures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Force of Knowledge: The Scientific Dimension of Society Target entity description: The Force of Knowledge: The Scientific Dimension of Society is a seminal book by physicist and philosopher John Ziman that analyzes how scientific knowledge is produced, organized, and embedded within modern social and institutional structures.
-
A.
The Social Function of Science
The Social Function of Science is a seminal 1939 work by J. D. Bernal that analyzes the role of scientific research in society, economics, and politics and argues for its planned, socially responsible organization.
-
B.
Science in a Free Society
Science in a Free Society is a 1978 philosophical work by Paul Feyerabend that critiques scientific rationalism and argues for pluralism, democracy, and freedom in the practice and governance of science.
-
C.
The Use of Knowledge in Society
The Use of Knowledge in Society is a seminal 1945 essay by economist Friedrich Hayek that argues how dispersed, tacit knowledge makes decentralized market prices superior to central planning in coordinating economic activity.
-
D.
The Warfare of Science
The Warfare of Science is a seminal 19th-century work by Andrew Dickson White that argues for the historical conflict between scientific progress and religious dogma.
-
E.
The Rationality of Science
The Rationality of Science is a philosophical work by Alan Musgrave that defends a critical rationalist account of scientific method and justification, engaging with debates over realism, theory choice, and the objectivity of scientific knowledge.
- 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_69e0b4c40ad88190b81f77695366d328 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c1d2c57481909840945ffd3b0cc3 |
completed | April 21, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e0535e58819085b7938ea8084725 |
completed | May 16, 2026, 9:23 p.m. |
| NEDg | Description generation | batch_6a08e14b54ac819086030e7768924440 |
completed | May 16, 2026, 9:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e1d668d0819098db655826d4a24a |
completed | May 16, 2026, 9:29 p.m. |
Created at: April 16, 2026, 12:17 p.m.