Triple

T1348100
Position Surface form Disambiguated ID Type / Status
Subject Hermann Ebbinghaus E28816 entity
Predicate notableWork P4 FINISHED
Object Grundzüge der Psychologie
Grundzüge der Psychologie is a foundational psychology text by Hermann Ebbinghaus that systematically presents his experimental approach to studying mental processes such as memory and learning.
E154376 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: Grundzüge der Psychologie | Statement: [Hermann Ebbinghaus, notableWork, Grundzüge der Psychologie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grundzüge der Psychologie
Context triple: [Hermann Ebbinghaus, notableWork, Grundzüge der Psychologie]
  • A. The Principles of Psychology
    The Principles of Psychology is an influential 19th-century work by Herbert Spencer that applies evolutionary theory to explain mental processes and the development of the mind.
  • B. 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.
  • C. Motivation and Personality
    Motivation and Personality is a seminal psychology book by Abraham Maslow that systematically presents his theory of human motivation and the hierarchy of needs.
  • D. The Concept of Mind
    The Concept of Mind is a 1949 philosophical work by Gilbert Ryle that critiques Cartesian dualism and introduces the idea of mental concepts as dispositions rather than inner ghostly states.
  • E. The Expression of the Emotions in Man and Animals
    The Expression of the Emotions in Man and Animals is Charles Darwin’s influential 1872 work that explores how human and animal emotional expressions evolved and are biologically rooted.
  • 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: Grundzüge der Psychologie
Triple: [Hermann Ebbinghaus, notableWork, Grundzüge der Psychologie]
Generated description
Grundzüge der Psychologie is a foundational psychology text by Hermann Ebbinghaus that systematically presents his experimental approach to studying mental processes such as memory and learning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grundzüge der Psychologie
Target entity description: Grundzüge der Psychologie is a foundational psychology text by Hermann Ebbinghaus that systematically presents his experimental approach to studying mental processes such as memory and learning.
  • A. The Principles of Psychology
    The Principles of Psychology is an influential 19th-century work by Herbert Spencer that applies evolutionary theory to explain mental processes and the development of the mind.
  • B. 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.
  • C. Motivation and Personality
    Motivation and Personality is a seminal psychology book by Abraham Maslow that systematically presents his theory of human motivation and the hierarchy of needs.
  • D. The Concept of Mind
    The Concept of Mind is a 1949 philosophical work by Gilbert Ryle that critiques Cartesian dualism and introduces the idea of mental concepts as dispositions rather than inner ghostly states.
  • E. The Expression of the Emotions in Man and Animals
    The Expression of the Emotions in Man and Animals is Charles Darwin’s influential 1872 work that explores how human and animal emotional expressions evolved and are biologically rooted.
  • 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c2418e38819094683d6e1efc6e56 completed March 1, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc639201c81908ed9c9ac37cd358f completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc71a3e808190aecbb57a64f39b6b completed March 8, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69acc88e4ec08190945b366524b83088 completed March 8, 2026, 12:53 a.m.
Created at: March 1, 2026, 7:56 p.m.