Triple
T11002882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hebbian learning |
E260043
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
Neuroplasticity
Neuroplasticity is the brain’s ability to reorganize its structure, functions, and connections in response to experience, learning, or injury.
|
E899011
|
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: Neuroplasticity | Statement: [Hebbian learning, category, Neuroplasticity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neuroplasticity Context triple: [Hebbian learning, category, Neuroplasticity]
-
A.
Neuroscience
Neuroscience is the scientific study of the nervous system, exploring how the brain and neural circuits give rise to processes such as perception, cognition, emotion, and behavior.
-
B.
Neuro: The New Brain Sciences and the Management of the Mind
"Neuro: The New Brain Sciences and the Management of the Mind" is a scholarly book that critically examines how contemporary neuroscience reshapes understandings of the mind, behavior, and social governance.
-
C.
Nature Neuroscience
Nature Neuroscience is a leading peer-reviewed scientific journal that publishes high-impact research across all areas of neuroscience.
-
D.
The Human Brain
The Human Brain is a popular science book by Isaac Asimov that explains the structure, function, and mysteries of the human brain for a general audience.
-
E.
Neuron
Neuron is a leading peer-reviewed scientific journal that publishes influential research in neuroscience, covering topics from molecular and cellular mechanisms to systems and cognitive neuroscience.
- 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: Neuroplasticity Triple: [Hebbian learning, category, Neuroplasticity]
Generated description
Neuroplasticity is the brain’s ability to reorganize its structure, functions, and connections in response to experience, learning, or injury.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neuroplasticity Target entity description: Neuroplasticity is the brain’s ability to reorganize its structure, functions, and connections in response to experience, learning, or injury.
-
A.
Neuroscience
Neuroscience is the scientific study of the nervous system, exploring how the brain and neural circuits give rise to processes such as perception, cognition, emotion, and behavior.
-
B.
Neuro: The New Brain Sciences and the Management of the Mind
"Neuro: The New Brain Sciences and the Management of the Mind" is a scholarly book that critically examines how contemporary neuroscience reshapes understandings of the mind, behavior, and social governance.
-
C.
Nature Neuroscience
Nature Neuroscience is a leading peer-reviewed scientific journal that publishes high-impact research across all areas of neuroscience.
-
D.
The Human Brain
The Human Brain is a popular science book by Isaac Asimov that explains the structure, function, and mysteries of the human brain for a general audience.
-
E.
Neuron
Neuron is a leading peer-reviewed scientific journal that publishes influential research in neuroscience, covering topics from molecular and cellular mechanisms to systems and cognitive neuroscience.
- 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797546f448190946ee6442d657dc5 |
completed | April 9, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3453d181081908cb58a957f4d1295 |
completed | April 18, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69e35570b0bc8190a939b0c8e3ce8105 |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e359508a388190a16d48a17015e13e |
completed | April 18, 2026, 10:13 a.m. |
Created at: April 8, 2026, 9:25 p.m.