Triple
T8278469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lev Vygotsky |
E193605
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
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.
|
E723158
|
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: Jerome Bruner | Statement: [Lev Vygotsky, influenced, Jerome Bruner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jerome Bruner Context triple: [Lev Vygotsky, influenced, Jerome Bruner]
-
A.
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.
-
B.
Jerry Fodor
Jerry Fodor was an influential American philosopher and cognitive scientist best known for his work on the philosophy of mind, particularly the modularity of mind and the language of thought hypothesis.
-
C.
Howard Gardner
Howard Gardner is an American developmental psychologist best known for proposing the theory of multiple intelligences, which challenges traditional views of intelligence as a single general ability.
-
D.
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.
-
E.
Ross Quillian
Ross Quillian was a pioneering cognitive scientist and computer scientist known for his early work on semantic memory models and semantic networks in artificial intelligence.
- 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: Jerome Bruner Triple: [Lev Vygotsky, influenced, Jerome Bruner]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jerome Bruner Target entity description: 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.
-
A.
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.
-
B.
Jerry Fodor
Jerry Fodor was an influential American philosopher and cognitive scientist best known for his work on the philosophy of mind, particularly the modularity of mind and the language of thought hypothesis.
-
C.
Howard Gardner
Howard Gardner is an American developmental psychologist best known for proposing the theory of multiple intelligences, which challenges traditional views of intelligence as a single general ability.
-
D.
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.
-
E.
Ross Quillian
Ross Quillian was a pioneering cognitive scientist and computer scientist known for his early work on semantic memory models and semantic networks in artificial intelligence.
- 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_69ca82e217a48190880695635c44b2ed |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb79ebb6b88190bc777b8bd72fcdbc |
completed | March 31, 2026, 7:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd6863c22c8190b888a23bb9005712 |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d5441248190a9e32281dc8e8d62 |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e20f71c8190959319c6683a2810 |
completed | April 1, 2026, 8:20 p.m. |
Created at: March 30, 2026, 5:51 p.m.