Triple
T693594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Friedrich Hayek |
E13848
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E84435
|
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 Use of Knowledge in Society | Statement: [Friedrich Hayek, notableWork, The Use of Knowledge in Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Use of Knowledge in Society Context triple: [Friedrich Hayek, notableWork, The Use of Knowledge in Society]
-
A.
As We May Think
As We May Think is a seminal 1945 essay by Vannevar Bush that envisioned hypertext-like information systems and profoundly influenced the development of modern computing and the internet.
-
B.
An Essay on the History of Civil Society
An Essay on the History of Civil Society is a 1767 work by Scottish philosopher Adam Ferguson that analyzes the development of human societies, social institutions, and civic virtue within the broader context of Enlightenment thought.
-
C.
The Crooked Timber of Humanity
The Crooked Timber of Humanity is a collection of essays by philosopher Isaiah Berlin exploring pluralism, the limits of human perfectibility, and the complexities of political and moral life.
-
D.
The Sciences of the Artificial
The Sciences of the Artificial is a seminal 1969 book by Herbert A. Simon that explores the nature, design, and study of artificial systems such as organizations, computers, and complex artifacts.
-
E.
The Future of Ideas
The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
- 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 Use of Knowledge in Society Triple: [Friedrich Hayek, notableWork, The Use of Knowledge in Society]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Use of Knowledge in Society Target entity description: 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.
-
A.
As We May Think
As We May Think is a seminal 1945 essay by Vannevar Bush that envisioned hypertext-like information systems and profoundly influenced the development of modern computing and the internet.
-
B.
An Essay on the History of Civil Society
An Essay on the History of Civil Society is a 1767 work by Scottish philosopher Adam Ferguson that analyzes the development of human societies, social institutions, and civic virtue within the broader context of Enlightenment thought.
-
C.
The Crooked Timber of Humanity
The Crooked Timber of Humanity is a collection of essays by philosopher Isaiah Berlin exploring pluralism, the limits of human perfectibility, and the complexities of political and moral life.
-
D.
The Sciences of the Artificial
The Sciences of the Artificial is a seminal 1969 book by Herbert A. Simon that explores the nature, design, and study of artificial systems such as organizations, computers, and complex artifacts.
-
E.
The Future of Ideas
The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
- 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_69a493406c408190957eeec9048a8fb6 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a0b1e1d08190bdd42f57be5c2a6b |
completed | March 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dca7871c81909ea5a4ccb5dcd47d |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5e3cbf4208190a541f64e44ea5317 |
completed | March 2, 2026, 7:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6093e95a88190bfba326310e8006f |
completed | March 2, 2026, 10:03 p.m. |
Created at: March 1, 2026, 7:36 p.m.