Triple
T22273335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amos Tversky |
E550535
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Paul Slovic
Paul Slovic is an American psychologist renowned for his research on judgment, decision-making, and risk perception, particularly how people evaluate and respond to hazards and humanitarian crises.
|
E1528223
|
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: Paul Slovic | Statement: [Amos Tversky, coAuthor, Paul Slovic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Slovic Context triple: [Amos Tversky, coAuthor, Paul Slovic]
-
A.
Amos Tversky
Amos Tversky was a pioneering cognitive and mathematical psychologist whose work on judgment, decision-making, and behavioral economics—most notably with Daniel Kahneman—fundamentally reshaped our understanding of human rationality.
-
B.
Barry K. Schwartz
Barry K. Schwartz is an American businessman and co-founder of the Calvin Klein fashion brand.
-
C.
Aharon Rokeach
Aharon Rokeach was the fourth Belzer Rebbe, a prominent Hasidic leader known for rebuilding the Belz Hasidic dynasty after the Holocaust.
-
D.
Gerd Gigerenzer
Gerd Gigerenzer is a German psychologist and decision theorist known for his work on bounded rationality, heuristics, and risk literacy.
-
E.
Barry Schwartz
Barry Schwartz is an American psychologist and author best known for his work on the paradox of choice and the effects of consumer culture on well-being.
- 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: Paul Slovic Triple: [Amos Tversky, coAuthor, Paul Slovic]
Generated description
Paul Slovic is an American psychologist renowned for his research on judgment, decision-making, and risk perception, particularly how people evaluate and respond to hazards and humanitarian crises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Slovic Target entity description: Paul Slovic is an American psychologist renowned for his research on judgment, decision-making, and risk perception, particularly how people evaluate and respond to hazards and humanitarian crises.
-
A.
Amos Tversky
Amos Tversky was a pioneering cognitive and mathematical psychologist whose work on judgment, decision-making, and behavioral economics—most notably with Daniel Kahneman—fundamentally reshaped our understanding of human rationality.
-
B.
Barry K. Schwartz
Barry K. Schwartz is an American businessman and co-founder of the Calvin Klein fashion brand.
-
C.
Aharon Rokeach
Aharon Rokeach was the fourth Belzer Rebbe, a prominent Hasidic leader known for rebuilding the Belz Hasidic dynasty after the Holocaust.
-
D.
Gerd Gigerenzer
Gerd Gigerenzer is a German psychologist and decision theorist known for his work on bounded rationality, heuristics, and risk literacy.
-
E.
Barry Schwartz
Barry Schwartz is an American psychologist and author best known for his work on the paradox of choice and the effects of consumer culture on well-being.
- 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_69e11e43d8208190aff4f9cf7f2c2a8a |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f14ea547e4819098baf88f3c605242 |
completed | April 29, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0abca26ee08190ad740a4af66a312b |
completed | May 18, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_6a0abd15930881908778289d864e6171 |
completed | May 18, 2026, 7:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0abe4c715881908989f6ac5329c62c |
completed | May 18, 2026, 7:22 a.m. |
Created at: April 16, 2026, 8:40 p.m.