Triple
T8278470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lev Vygotsky |
E193605
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Barbara Rogoff
Barbara Rogoff is a developmental psychologist known for her cultural-historical approach to learning and cognition, particularly her research on how children learn through participation in everyday community activities.
|
E729269
|
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: Barbara Rogoff | Statement: [Lev Vygotsky, influenced, Barbara Rogoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barbara Rogoff Context triple: [Lev Vygotsky, influenced, Barbara Rogoff]
-
A.
Linda Rogoff
Linda Rogoff was an American musician and manager best known as the wife and longtime partner of actor George Segal.
-
B.
Elaine Risley
Elaine Risley is the introspective painter and protagonist of Margaret Atwood’s novel "Cat’s Eye," whose memories of childhood bullying and complex female friendships shape her understanding of identity and memory.
-
C.
Rachel Elkind
Rachel Elkind is an American music producer and composer best known for her eerie electronic score work with Wendy Carlos, including their influential soundtrack contributions to Stanley Kubrick’s film "The Shining."
-
D.
Joan Jacobs
Joan Jacobs is an American philanthropist and arts patron, best known for her extensive charitable work in education, healthcare, and culture, often in partnership with her husband, Qualcomm co-founder Irwin M. Jacobs.
-
E.
Barbara B. Jacobs
Barbara B. Jacobs is a philanthropist whose significant support and contributions to the arts and education led to Indiana University’s renowned music school bearing her name.
- 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: Barbara Rogoff Triple: [Lev Vygotsky, influenced, Barbara Rogoff]
Generated description
Barbara Rogoff is a developmental psychologist known for her cultural-historical approach to learning and cognition, particularly her research on how children learn through participation in everyday community activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barbara Rogoff Target entity description: Barbara Rogoff is a developmental psychologist known for her cultural-historical approach to learning and cognition, particularly her research on how children learn through participation in everyday community activities.
-
A.
Linda Rogoff
Linda Rogoff was an American musician and manager best known as the wife and longtime partner of actor George Segal.
-
B.
Elaine Risley
Elaine Risley is the introspective painter and protagonist of Margaret Atwood’s novel "Cat’s Eye," whose memories of childhood bullying and complex female friendships shape her understanding of identity and memory.
-
C.
Rachel Elkind
Rachel Elkind is an American music producer and composer best known for her eerie electronic score work with Wendy Carlos, including their influential soundtrack contributions to Stanley Kubrick’s film "The Shining."
-
D.
Joan Jacobs
Joan Jacobs is an American philanthropist and arts patron, best known for her extensive charitable work in education, healthcare, and culture, often in partnership with her husband, Qualcomm co-founder Irwin M. Jacobs.
-
E.
Barbara B. Jacobs
Barbara B. Jacobs is a philanthropist whose significant support and contributions to the arts and education led to Indiana University’s renowned music school bearing her name.
- 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_69cde76537108190a1e1f92b97432698 |
completed | April 2, 2026, 3:49 a.m. |
| NEDg | Description generation | batch_69cdeb1fa7308190810b1fcc2184374a |
completed | April 2, 2026, 4:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdec3081d88190ad0699f9072d3fc7 |
completed | April 2, 2026, 4:10 a.m. |
Created at: March 30, 2026, 5:51 p.m.