Triple
T364212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boltzmann machines |
E7922
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Terrence Sejnowski
Terrence Sejnowski is a pioneering computational neuroscientist and machine learning researcher known for foundational contributions to neural networks and learning algorithms.
|
E46141
|
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: Terrence Sejnowski | Statement: [Boltzmann machines, introducedBy, Terrence Sejnowski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Terrence Sejnowski Context triple: [Boltzmann machines, introducedBy, Terrence Sejnowski]
-
A.
Jeffry M. Picower
Jeffry M. Picower was an American investor and philanthropist best known for his major financial support of neuroscience research and for his controversial involvement in the Bernie Madoff Ponzi scheme.
-
B.
Ann Graybiel
Ann Graybiel is a renowned neuroscientist known for her pioneering research on the basal ganglia and its role in habit formation and movement control.
-
C.
Edvard Moser
Edvard Moser is a Norwegian neuroscientist and Nobel laureate renowned for his discovery of grid cells, which are crucial for the brain’s spatial navigation system.
-
D.
Karl Deisseroth
Karl Deisseroth is an American neuroscientist and bioengineer renowned for pioneering optogenetics and advanced brain-imaging techniques that have transformed the study of neural circuits and behavior.
-
E.
Nigel Goldenfeld
Nigel Goldenfeld is a theoretical physicist known for his influential work in statistical physics, complex systems, and fluid dynamics.
- 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: Terrence Sejnowski Triple: [Boltzmann machines, introducedBy, Terrence Sejnowski]
Generated description
Terrence Sejnowski is a pioneering computational neuroscientist and machine learning researcher known for foundational contributions to neural networks and learning algorithms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Terrence Sejnowski Target entity description: Terrence Sejnowski is a pioneering computational neuroscientist and machine learning researcher known for foundational contributions to neural networks and learning algorithms.
-
A.
Jeffry M. Picower
Jeffry M. Picower was an American investor and philanthropist best known for his major financial support of neuroscience research and for his controversial involvement in the Bernie Madoff Ponzi scheme.
-
B.
Ann Graybiel
Ann Graybiel is a renowned neuroscientist known for her pioneering research on the basal ganglia and its role in habit formation and movement control.
-
C.
Edvard Moser
Edvard Moser is a Norwegian neuroscientist and Nobel laureate renowned for his discovery of grid cells, which are crucial for the brain’s spatial navigation system.
-
D.
Karl Deisseroth
Karl Deisseroth is an American neuroscientist and bioengineer renowned for pioneering optogenetics and advanced brain-imaging techniques that have transformed the study of neural circuits and behavior.
-
E.
Nigel Goldenfeld
Nigel Goldenfeld is a theoretical physicist known for his influential work in statistical physics, complex systems, and fluid dynamics.
- 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_69a2e7e880008190a6ad7e06e5d03007 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebd1016481909b8ba3b047a47145 |
completed | Feb. 28, 2026, 1:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3e86533a481909bab5f0b52114c6a |
completed | March 1, 2026, 7:19 a.m. |
| NEDg | Description generation | batch_69a3e99fd210819099e83cd183a4daa7 |
completed | March 1, 2026, 7:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3ea45c86c8190a6c215430601ad15 |
completed | March 1, 2026, 7:27 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.