Triple
T975756
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Behavior of Organisms |
E21048
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | B. F. Skinner |
E3082
|
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: B. F. Skinner | Statement: [The Behavior of Organisms, author, B. F. Skinner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: B. F. Skinner Context triple: [The Behavior of Organisms, author, B. F. Skinner]
-
A.
B. F. Skinner (born Burrhus Frederic Skinner)
chosen
B. F. Skinner was an influential American psychologist and behaviorist best known for developing the theory of operant conditioning and pioneering experimental analysis of behavior.
-
B.
Martin Seligman
Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
-
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.
Eleanor Jess Atwood Gibson
Eleanor Jess Atwood Gibson is the daughter of Canadian author Margaret Atwood and her partner, novelist Graeme Gibson.
-
E.
Maurice Milgram
Maurice Milgram was a French computer scientist and academic known for his contributions to pattern recognition and for supervising Yann LeCun’s doctoral research.
- 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_69a493c2b62c8190b616351789ec47f8 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b46234c88190b2bfc9cafe59d7f7 |
completed | March 1, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3ba14f00819089497240f77acd94 |
completed | March 7, 2026, 2:52 p.m. |
Created at: March 1, 2026, 7:40 p.m.