Triple
T19756075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James J. Gibson |
E474502
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Ulric Neisser
Ulric Neisser was a pioneering cognitive psychologist often called the “father of cognitive psychology” for his influential work on perception, memory, and the ecological approach to cognition.
|
E1393767
|
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: Ulric Neisser | Statement: [James J. Gibson, influenced, Ulric Neisser]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ulric Neisser Context triple: [James J. Gibson, influenced, Ulric Neisser]
-
A.
Eugene W. Hilgard
Eugene W. Hilgard was a prominent 19th-century soil scientist and geologist known as a pioneer of modern soil science in the United States.
-
B.
Jerome Bruner
Jerome Bruner was an influential American psychologist and educational theorist known for his work on cognitive development, constructivist learning, and the role of culture and narrative in education.
-
C.
Eleanor J. Gibson
Eleanor J. Gibson was an influential American psychologist best known for her pioneering work on perceptual learning and development, including the famous "visual cliff" experiments with infants.
-
D.
George T. Miller
George T. Miller was an Australian film and television director known for family-oriented movies such as "The NeverEnding Story II: The Next Chapter" and "Zeus and Roxanne."
-
E.
Jerome Kagan
Jerome Kagan was an influential American psychologist and pioneer in developmental psychology, best known for his research on temperament in children and its impact on later behavior.
- 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: Ulric Neisser Triple: [James J. Gibson, influenced, Ulric Neisser]
Generated description
Ulric Neisser was a pioneering cognitive psychologist often called the “father of cognitive psychology” for his influential work on perception, memory, and the ecological approach to cognition.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ulric Neisser Target entity description: Ulric Neisser was a pioneering cognitive psychologist often called the “father of cognitive psychology” for his influential work on perception, memory, and the ecological approach to cognition.
-
A.
Eugene W. Hilgard
Eugene W. Hilgard was a prominent 19th-century soil scientist and geologist known as a pioneer of modern soil science in the United States.
-
B.
Jerome Bruner
Jerome Bruner was an influential American psychologist and educational theorist known for his work on cognitive development, constructivist learning, and the role of culture and narrative in education.
-
C.
Eleanor J. Gibson
Eleanor J. Gibson was an influential American psychologist best known for her pioneering work on perceptual learning and development, including the famous "visual cliff" experiments with infants.
-
D.
George T. Miller
George T. Miller was an Australian film and television director known for family-oriented movies such as "The NeverEnding Story II: The Next Chapter" and "Zeus and Roxanne."
-
E.
Jerome Kagan
Jerome Kagan was an influential American psychologist and pioneer in developmental psychology, best known for his research on temperament in children and its impact on later behavior.
- 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6531afcbc8190bd5364700008f6d8 |
completed | April 20, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd67064081908839a408b0e746e1 |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07bde28e848190aaa9c4a06b31bdb6 |
completed | May 16, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bed9c62c819088d8e32f92b3b147 |
completed | May 16, 2026, 12:48 a.m. |
Created at: April 10, 2026, 1:48 p.m.