Triple

T5817787
Position Surface form Disambiguated ID Type / Status
Subject David E. Rumelhart E129028 entity
Predicate notableWork P4 FINISHED
Object Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2 E548091 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: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2 | Statement: [David E. Rumelhart, notableWork, Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2
Context triple: [David E. Rumelhart, notableWork, Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2]
  • A. Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 chosen
    Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 is a foundational book in cognitive science and artificial intelligence that introduced influential connectionist models of mental processes using neural network frameworks.
  • B. 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.
  • C. Soar cognitive architecture
    The Soar cognitive architecture is a general-purpose framework for modeling and understanding human cognition through unified theories of problem solving, learning, and decision-making.
  • D. parallel distributed processing
    Parallel distributed processing is a cognitive and computational framework in which mental processes emerge from the simultaneous activity of many simple, interconnected processing units, often implemented as neural networks.
  • E. Society of Mind
    Society of Mind is a seminal book by Marvin Minsky that proposes a theory of human intelligence as emerging from the interactions of many simple, non-intelligent agents within the mind.
  • 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c033e36cbc81908f1ef1a1a310674c completed March 22, 2026, 6:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a185cc78819098c0f04e7ebfb3c4 completed March 23, 2026, 2:12 a.m.
Created at: March 22, 2026, 3:53 p.m.