Triple

T12966035
Position Surface form Disambiguated ID Type / Status
Subject Chemical and Physical Foundations of Biological Systems E321264 entity
Predicate relatedTo P37 FINISHED
Object Psychological, Social, and Biological Foundations of Behavior E321266 NE FINISHED

How this triple was built (2 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: Psychological, Social, and Biological Foundations of Behavior | Statement: [Chemical and Physical Foundations of Biological Systems, relatedTo, Psychological, Social, and Biological Foundations of Behavior]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Psychological, Social, and Biological Foundations of Behavior
Context triple: [Chemical and Physical Foundations of Biological Systems, relatedTo, Psychological, Social, and Biological Foundations of Behavior]
  • A. Psychological, Social, and Biological Foundations of Behavior chosen
    Psychological, Social, and Biological Foundations of Behavior is an MCAT exam section that tests understanding of how psychological, social, and biological factors influence behavior and health outcomes.
  • 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. The Organization of Behavior
    The Organization of Behavior is a landmark 1949 book by psychologist Donald Hebb that introduced the influential theory of Hebbian learning to explain how neural networks underlie learning and behavior.
  • D. Psychology: Briefer Course
    "Psychology: Briefer Course" is an abridged and widely used textbook version of William James's seminal work on psychology, designed to present his key ideas in a more accessible form for students.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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.
Created at: April 9, 2026, 8:28 p.m.