Triple

T7617047
Position Surface form Disambiguated ID Type / Status
Subject Andrea diSessa E172386 entity
Predicate notableWork P4 FINISHED
Object Knowledge in Pieces
Knowledge in Pieces is a seminal work in educational psychology that proposes a theory of learners’ intuitive knowledge as composed of many small, context-sensitive elements rather than coherent, unified misconceptions.
E677186 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: Knowledge in Pieces | Statement: [Andrea diSessa, notableWork, Knowledge in Pieces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Knowledge in Pieces
Context triple: [Andrea diSessa, notableWork, Knowledge in Pieces]
  • A. How Two Minds Can Know One Thing
    "How Two Minds Can Know One Thing" is a philosophical essay by William James that explores how different conscious minds can share or refer to the same object of knowledge within his framework of radical empiricism.
  • 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. The Degrees of Knowledge
    The Degrees of Knowledge is a major philosophical work by Jacques Maritain that systematically explores different kinds and levels of human knowledge within a Thomistic framework.
  • D. Social Worlds of Knowledge
    Social Worlds of Knowledge is a scholarly work by archaeologist Vere Gordon Childe that explores how human societies develop, organize, and transmit knowledge within their cultural and historical contexts.
  • E. Schemata and the cognitive system
    "Schemata and the Cognitive System" is an influential work by cognitive psychologist David E. Rumelhart that explores how mental frameworks, or schemata, structure human perception, memory, and understanding.
  • 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: Knowledge in Pieces
Triple: [Andrea diSessa, notableWork, Knowledge in Pieces]
Generated description
Knowledge in Pieces is a seminal work in educational psychology that proposes a theory of learners’ intuitive knowledge as composed of many small, context-sensitive elements rather than coherent, unified misconceptions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Knowledge in Pieces
Target entity description: Knowledge in Pieces is a seminal work in educational psychology that proposes a theory of learners’ intuitive knowledge as composed of many small, context-sensitive elements rather than coherent, unified misconceptions.
  • A. How Two Minds Can Know One Thing
    "How Two Minds Can Know One Thing" is a philosophical essay by William James that explores how different conscious minds can share or refer to the same object of knowledge within his framework of radical empiricism.
  • 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. The Degrees of Knowledge
    The Degrees of Knowledge is a major philosophical work by Jacques Maritain that systematically explores different kinds and levels of human knowledge within a Thomistic framework.
  • D. Social Worlds of Knowledge
    Social Worlds of Knowledge is a scholarly work by archaeologist Vere Gordon Childe that explores how human societies develop, organize, and transmit knowledge within their cultural and historical contexts.
  • E. Schemata and the cognitive system
    "Schemata and the Cognitive System" is an influential work by cognitive psychologist David E. Rumelhart that explores how mental frameworks, or schemata, structure human perception, memory, and understanding.
  • 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_69c699506b308190826894dab1d9ea86 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa46d95081909c01d1432585ab2a completed March 27, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c868714d7c8190aae66a3dd4e6214b completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c86a93e34c81908aaf0edb023ee78c completed March 28, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69c86af8330c8190a43c599e82fe465a completed March 28, 2026, 11:57 p.m.
Created at: March 27, 2026, 3:55 p.m.