Triple
T5081006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Noam Chomsky’s 1959 review |
E114508
|
entity |
| Predicate | reviewedAuthor |
P56883
|
FINISHED |
| Object | B. F. Skinner |
E3082
|
NE FINISHED |
How this triple was built (3 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: [Noam Chomsky’s 1959 review, reviewedAuthor, B. F. Skinner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: B. F. Skinner Context triple: [Noam Chomsky’s 1959 review, reviewedAuthor, 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.
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.
Paul Mowrer
Paul Mowrer was an American journalist and foreign correspondent who won the first Pulitzer Prize for foreign correspondence in 1929.
-
D.
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.
-
E.
Clark L. Hull
Clark L. Hull was an influential American psychologist best known for his drive-reduction theory and pioneering work in behaviorism and learning.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: reviewedAuthor Context triple: [Noam Chomsky’s 1959 review, reviewedAuthor, B. F. Skinner]
-
A.
examinesAuthor
chosen
Indicates that one entity critically studies, analyzes, or evaluates the work, ideas, or contributions of an author.
-
B.
publishedAuthor
Indicates that a person is the author of one or more works that have been formally published.
-
C.
authorPublished
Indicates that an author has published a particular work (such as a book, article, or paper).
-
D.
canonicalAuthor
Indicates that an entity is the officially recognized or standard author of a given work or resource.
-
E.
authorName
Indicates the name associated with the person or entity that authored a given work or resource.
- F. None of above.
Provenance (4 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_69bd443dbf908190a9401e9c2dc7bd7d |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd74f9d9848190919aad6cfe14f1cf |
completed | March 20, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba6f3eb48190b544bf743829cb0c |
completed | March 21, 2026, 3:34 p.m. |
| PD | Predicate disambiguation | batch_69bd7159adc881909effd4382c395c66 |
completed | March 20, 2026, 4:10 p.m. |
Created at: March 20, 2026, 1:39 p.m.