Triple

T12966208
Position Surface form Disambiguated ID Type / Status
Subject American Academy of Neurology E321268 entity
Predicate publishes P80 FINISHED
Object Continuum: Lifelong Learning in Neurology
Continuum: Lifelong Learning in Neurology is a peer-reviewed educational journal that provides neurologists with up-to-date, in-depth reviews and clinical guidance across the spectrum of neurological disorders.
E1013517 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: Continuum: Lifelong Learning in Neurology | Statement: [American Academy of Neurology, publishes, Continuum: Lifelong Learning in Neurology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Continuum: Lifelong Learning in Neurology
Context triple: [American Academy of Neurology, publishes, Continuum: Lifelong Learning in Neurology]
  • A. Nature Reviews Neuroscience
    Nature Reviews Neuroscience is a high-impact, peer-reviewed review journal that publishes authoritative and comprehensive articles on all aspects of neuroscience.
  • 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. Reading in the Brain
    "Reading in the Brain" is a scientific book by cognitive neuroscientist Stanislas Dehaene that explains how the human brain learns to read and what this reveals about language, vision, and learning.
  • D. Archives of Neurology (historical)
    Archives of Neurology (historical) was a peer-reviewed medical journal focused on research and clinical studies in neurology and neurological disorders, formerly published as part of the JAMA Network.
  • E. Center for Brain Plasticity and Recovery
    The Center for Brain Plasticity and Recovery is a neuroscience research center focused on understanding and enhancing the brain’s ability to reorganize and heal after injury or disease.
  • 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: Continuum: Lifelong Learning in Neurology
Triple: [American Academy of Neurology, publishes, Continuum: Lifelong Learning in Neurology]
Generated description
Continuum: Lifelong Learning in Neurology is a peer-reviewed educational journal that provides neurologists with up-to-date, in-depth reviews and clinical guidance across the spectrum of neurological disorders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Continuum: Lifelong Learning in Neurology
Target entity description: Continuum: Lifelong Learning in Neurology is a peer-reviewed educational journal that provides neurologists with up-to-date, in-depth reviews and clinical guidance across the spectrum of neurological disorders.
  • A. Nature Reviews Neuroscience
    Nature Reviews Neuroscience is a high-impact, peer-reviewed review journal that publishes authoritative and comprehensive articles on all aspects of neuroscience.
  • 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. Reading in the Brain
    "Reading in the Brain" is a scientific book by cognitive neuroscientist Stanislas Dehaene that explains how the human brain learns to read and what this reveals about language, vision, and learning.
  • D. Archives of Neurology (historical)
    Archives of Neurology (historical) was a peer-reviewed medical journal focused on research and clinical studies in neurology and neurological disorders, formerly published as part of the JAMA Network.
  • E. Center for Brain Plasticity and Recovery
    The Center for Brain Plasticity and Recovery is a neuroscience research center focused on understanding and enhancing the brain’s ability to reorganize and heal after injury or disease.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e3f702481908f0f90f4f12d3f4d completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8e4e1a48190b8f7253717746295 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9db8164819086a3a27692d681d5 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb03d8d88190930edd0f49fec8aa completed May 3, 2026, 3:03 a.m.
Created at: April 9, 2026, 8:28 p.m.