Triple
T12184389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Cost-Benefit Revolution |
E290294
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Risk and Reason |
E967664
|
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: Risk and Reason | Statement: [The Cost-Benefit Revolution, relatedWork, Risk and Reason]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Risk and Reason Context triple: [The Cost-Benefit Revolution, relatedWork, Risk and Reason]
-
A.
Risk and Reason
chosen
"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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Calculated Risks
Calculated Risks is a popular science book by psychologist Gerd Gigerenzer that explains how to better understand and communicate statistical information and probabilities in everyday decision-making.
- 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_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_69f60a8a92688190867b3e7191c3f43e |
completed | May 2, 2026, 2:30 p.m. |
Created at: April 8, 2026, 9:50 p.m.