Triple

T11002821
Position Surface form Disambiguated ID Type / Status
Subject Donald Hebb E260042 entity
Predicate notableWork P4 FINISHED
Object The Organization of Behavior: A Neuropsychological Theory
The Organization of Behavior: A Neuropsychological Theory is a landmark 1949 book by psychologist Donald Hebb that introduced the influential concept of Hebbian learning to explain how neural networks underlie learning and behavior.
E899008 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: The Organization of Behavior: A Neuropsychological Theory | Statement: [Donald Hebb, notableWork, The Organization of Behavior: A Neuropsychological Theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Organization of Behavior: A Neuropsychological Theory
Context triple: [Donald Hebb, notableWork, The Organization of Behavior: A Neuropsychological Theory]
  • A. 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.
  • B. Principles of Physiological Psychology
    Principles of Physiological Psychology is Wilhelm Wundt’s foundational work that helped establish psychology as an experimental and scientific discipline by linking mental processes to physiological mechanisms.
  • C. Unified Theories of Cognition
    Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
  • D. Analysis of the Phenomena of the Human Mind
    Analysis of the Phenomena of the Human Mind is an influential 1829 work of associationist psychology and philosophy by James Mill that systematically examines mental processes through the principles of association.
  • E. The Discovery of the Mind
    The Discovery of the Mind is a seminal work of classical scholarship that explores how ancient Greek literature and thought gave rise to the concept of individual consciousness and self-awareness in Western culture.
  • 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: The Organization of Behavior: A Neuropsychological Theory
Triple: [Donald Hebb, notableWork, The Organization of Behavior: A Neuropsychological Theory]
Generated description
The Organization of Behavior: A Neuropsychological Theory is a landmark 1949 book by psychologist Donald Hebb that introduced the influential concept of Hebbian learning to explain how neural networks underlie learning and behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Organization of Behavior: A Neuropsychological Theory
Target entity description: The Organization of Behavior: A Neuropsychological Theory is a landmark 1949 book by psychologist Donald Hebb that introduced the influential concept of Hebbian learning to explain how neural networks underlie learning and behavior.
  • A. 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.
  • B. Principles of Physiological Psychology
    Principles of Physiological Psychology is Wilhelm Wundt’s foundational work that helped establish psychology as an experimental and scientific discipline by linking mental processes to physiological mechanisms.
  • C. Unified Theories of Cognition
    Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
  • D. Analysis of the Phenomena of the Human Mind
    Analysis of the Phenomena of the Human Mind is an influential 1829 work of associationist psychology and philosophy by James Mill that systematically examines mental processes through the principles of association.
  • E. The Discovery of the Mind
    The Discovery of the Mind is a seminal work of classical scholarship that explores how ancient Greek literature and thought gave rise to the concept of individual consciousness and self-awareness in Western culture.
  • 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.