Triple
T1580317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murray |
E33747
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Murray Sidman
Murray Sidman was an American behavioral psychologist best known for his pioneering work in experimental analysis of behavior and the development of the Sidman avoidance procedure.
|
E179965
|
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: Murray Sidman | Statement: [Murray, hasNotableBearer, Murray Sidman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murray Sidman Context triple: [Murray, hasNotableBearer, Murray Sidman]
-
A.
Edward L. Thorndike
Edward L. Thorndike was an American psychologist and pioneer in educational psychology and learning theory, best known for his work on animal intelligence and the formulation of the law of effect.
-
B.
John B. Watson
John B. Watson was an American psychologist who founded the school of behaviorism, emphasizing the study of observable behavior over introspection.
-
C.
Ivan Pavlov
Ivan Pavlov was a Russian physiologist best known for his pioneering research on classical conditioning, which profoundly shaped the fields of psychology and behaviorism.
-
D.
Wolfgang Köhler
Wolfgang Köhler was a German psychologist and key figure in Gestalt psychology, known for his pioneering research on insight learning and problem-solving in animals.
-
E.
James McKeen Cattell
James McKeen Cattell was an influential American psychologist and early psychometrician who helped establish experimental psychology and mental testing in the United States.
- 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: Murray Sidman Triple: [Murray, hasNotableBearer, Murray Sidman]
Generated description
Murray Sidman was an American behavioral psychologist best known for his pioneering work in experimental analysis of behavior and the development of the Sidman avoidance procedure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murray Sidman Target entity description: Murray Sidman was an American behavioral psychologist best known for his pioneering work in experimental analysis of behavior and the development of the Sidman avoidance procedure.
-
A.
Edward L. Thorndike
Edward L. Thorndike was an American psychologist and pioneer in educational psychology and learning theory, best known for his work on animal intelligence and the formulation of the law of effect.
-
B.
John B. Watson
John B. Watson was an American psychologist who founded the school of behaviorism, emphasizing the study of observable behavior over introspection.
-
C.
Ivan Pavlov
Ivan Pavlov was a Russian physiologist best known for his pioneering research on classical conditioning, which profoundly shaped the fields of psychology and behaviorism.
-
D.
Wolfgang Köhler
Wolfgang Köhler was a German psychologist and key figure in Gestalt psychology, known for his pioneering research on insight learning and problem-solving in animals.
-
E.
James McKeen Cattell
James McKeen Cattell was an influential American psychologist and early psychometrician who helped establish experimental psychology and mental testing in the United States.
- 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_69a885f27a4c8190a4622252cdf54c00 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a908d78fe48190b155f85deca59639 |
completed | March 5, 2026, 4:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad4030dd408190af5423ca2a3507b7 |
completed | March 8, 2026, 9:24 a.m. |
| NEDg | Description generation | batch_69ad42612ba08190b6eabae1a098a61c |
completed | March 8, 2026, 9:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad42edfa7c8190a23e9a31915db228 |
completed | March 8, 2026, 9:35 a.m. |
Created at: March 4, 2026, 7:27 p.m.