Triple

T15687793
Position Surface form Disambiguated ID Type / Status
Subject Steps to an Ecology of Mind E380247 entity
Predicate hasPart P35 FINISHED
Object “The Logical Categories of Learning and Communication”
“The Logical Categories of Learning and Communication” is an influential essay by Gregory Bateson that analyzes different levels of learning and the patterns of communication that shape human behavior and cognition.
E1171538 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 Logical Categories of Learning and Communication” | Statement: [Steps to an Ecology of Mind, hasPart, “The Logical Categories of Learning and Communication”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “The Logical Categories of Learning and Communication”
Context triple: [Steps to an Ecology of Mind, hasPart, “The Logical Categories of Learning and Communication”]
  • A. Language, Logic, and Conceptual Structure
    Language, Logic, and Conceptual Structure is a foundational work in cognitive science and linguistics that explores how language, logical form, and mental representation interact in the human mind.
  • B. The Meaning of Meaning
    The Meaning of Meaning is a seminal 1923 work in semantics and the philosophy of language by C. K. Ogden and I. A. Richards that explores how language, symbols, and thought are related.
  • C. The Logic of Practice
    The Logic of Practice is a major sociological work by Pierre Bourdieu that develops his influential theories of habitus, field, and symbolic power to explain how social practices are structured and reproduced.
  • D. On the Concept of Following Logically
    "On the Concept of Following Logically" is a seminal philosophical essay by Alfred Tarski that rigorously analyzes the notion of logical consequence and its formal characterization.
  • E. The Logical Structure of the World
    The Logical Structure of the World is Rudolf Carnap’s seminal 1928 work in which he develops a rigorous, formal reconstruction of all scientific concepts from a phenomenalist basis, serving as a foundational text of logical positivism.
  • 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 Logical Categories of Learning and Communication”
Triple: [Steps to an Ecology of Mind, hasPart, “The Logical Categories of Learning and Communication”]
Generated description
“The Logical Categories of Learning and Communication” is an influential essay by Gregory Bateson that analyzes different levels of learning and the patterns of communication that shape human behavior and cognition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “The Logical Categories of Learning and Communication”
Target entity description: “The Logical Categories of Learning and Communication” is an influential essay by Gregory Bateson that analyzes different levels of learning and the patterns of communication that shape human behavior and cognition.
  • A. Language, Logic, and Conceptual Structure
    Language, Logic, and Conceptual Structure is a foundational work in cognitive science and linguistics that explores how language, logical form, and mental representation interact in the human mind.
  • B. The Meaning of Meaning
    The Meaning of Meaning is a seminal 1923 work in semantics and the philosophy of language by C. K. Ogden and I. A. Richards that explores how language, symbols, and thought are related.
  • C. The Logic of Practice
    The Logic of Practice is a major sociological work by Pierre Bourdieu that develops his influential theories of habitus, field, and symbolic power to explain how social practices are structured and reproduced.
  • D. On the Concept of Following Logically
    "On the Concept of Following Logically" is a seminal philosophical essay by Alfred Tarski that rigorously analyzes the notion of logical consequence and its formal characterization.
  • E. The Logical Structure of the World
    The Logical Structure of the World is Rudolf Carnap’s seminal 1928 work in which he develops a rigorous, formal reconstruction of all scientific concepts from a phenomenalist basis, serving as a foundational text of logical positivism.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f4cee5481908699fbb2b7bdd2f6 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ee91340819086c8f51e8eb477aa completed May 9, 2026, 5:29 p.m.
NEDg Description generation batch_69ff6fd9c968819098b2552a9deb0445 completed May 9, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69ff708d42448190a53b90e00721eaa5 completed May 9, 2026, 5:36 p.m.
Created at: April 10, 2026, 4:44 a.m.