Triple
T12184160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cass Sunstein |
E290289
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Risk and Reason
"Risk and Reason" is a book by legal scholar Cass Sunstein that examines how societies perceive, evaluate, and regulate risks using principles from behavioral economics and public policy.
|
E967664
|
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: Risk and Reason | Statement: [Cass Sunstein, notableWork, Risk and Reason]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Risk and Reason Context triple: [Cass Sunstein, notableWork, Risk and Reason]
-
A.
The Sentiment of Rationality
"The Sentiment of Rationality" is an essay by philosopher William James that explores how our need for emotional satisfaction and psychological comfort shapes what we consider rational belief.
-
B.
Constructions of Reason
Constructions of Reason is a philosophical work by Onora O’Neill that develops a Kantian account of practical reason, autonomy, and justification in ethics and political philosophy.
-
C.
The Pattern of Responsibility
"The Pattern of Responsibility" is a work by McGeorge Bundy that examines the ethical and strategic responsibilities of political and military leaders in the nuclear age.
-
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.
The Politics of Prudence
The Politics of Prudence is a collection of essays by conservative thinker Russell Kirk that articulates and defends the principles of traditionalist conservatism in modern political life.
- 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: Risk and Reason Triple: [Cass Sunstein, notableWork, Risk and Reason]
Generated description
"Risk and Reason" is a book by legal scholar Cass Sunstein that examines how societies perceive, evaluate, and regulate risks using principles from behavioral economics and public policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Risk and Reason Target entity description: "Risk and Reason" is a book by legal scholar Cass Sunstein that examines how societies perceive, evaluate, and regulate risks using principles from behavioral economics and public policy.
-
A.
The Sentiment of Rationality
"The Sentiment of Rationality" is an essay by philosopher William James that explores how our need for emotional satisfaction and psychological comfort shapes what we consider rational belief.
-
B.
Rationality in Action
Rationality in Action is a philosophical work by John Searle that examines how human rationality operates in real-time decision-making, emphasizing the role of intention, reasons, and free will in guiding action.
-
C.
Constructions of Reason
Constructions of Reason is a philosophical work by Onora O’Neill that develops a Kantian account of practical reason, autonomy, and justification in ethics and political philosophy.
-
D.
The Pattern of Responsibility
"The Pattern of Responsibility" is a work by McGeorge Bundy that examines the ethical and strategic responsibilities of political and military leaders in the nuclear age.
-
E.
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.
- 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_69d6ab64de5881908d56eb7a75c6cc69 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d915ffe644819085f4eb64802fe349 |
completed | April 10, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f6aecb0881909084f3ff2a9e52ea |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f600b7e1788190b1df4fdfd96118d0 |
completed | May 2, 2026, 1:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f604c4ef7c8190bc128b1aa535744d |
completed | May 2, 2026, 2:05 p.m. |
Created at: April 8, 2026, 9:50 p.m.