Triple

T4353362
Position Surface form Disambiguated ID Type / Status
Subject Semantic Information Processing E98084 entity
Predicate hasPart P35 FINISHED
Object “A Semantic Model for Memory”
“A Semantic Model for Memory” is a foundational work in cognitive science and artificial intelligence that proposes how human memory can be represented and processed using structured semantic relationships.
E434310 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: “A Semantic Model for Memory” | Statement: [Semantic Information Processing, hasPart, “A Semantic Model for Memory”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “A Semantic Model for Memory”
Context triple: [Semantic Information Processing, hasPart, “A Semantic Model for Memory”]
  • A. 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.
  • B. Visual Memory Unit
    The Visual Memory Unit is a specialized memory card for the Sega Dreamcast that doubles as a tiny handheld device with its own screen, controls, and mini-games.
  • C. 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.
  • D. Metapatterns: Across Space, Time, and Mind
    Metapatterns: Across Space, Time, and Mind is a book by biologist Tyler Volk that explores recurring structural and organizational patterns shared across biological, physical, and cognitive systems.
  • E. Simple Knowledge Organization System
    The Simple Knowledge Organization System (SKOS) is a W3C standard model for representing and sharing knowledge organization systems such as thesauri, classification schemes, and taxonomies on the Semantic Web.
  • 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: “A Semantic Model for Memory”
Triple: [Semantic Information Processing, hasPart, “A Semantic Model for Memory”]
Generated description
“A Semantic Model for Memory” is a foundational work in cognitive science and artificial intelligence that proposes how human memory can be represented and processed using structured semantic relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “A Semantic Model for Memory”
Target entity description: “A Semantic Model for Memory” is a foundational work in cognitive science and artificial intelligence that proposes how human memory can be represented and processed using structured semantic relationships.
  • A. 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.
  • B. Visual Memory Unit
    The Visual Memory Unit is a specialized memory card for the Sega Dreamcast that doubles as a tiny handheld device with its own screen, controls, and mini-games.
  • C. 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.
  • D. Metapatterns: Across Space, Time, and Mind
    Metapatterns: Across Space, Time, and Mind is a book by biologist Tyler Volk that explores recurring structural and organizational patterns shared across biological, physical, and cognitive systems.
  • E. Simple Knowledge Organization System
    The Simple Knowledge Organization System (SKOS) is a W3C standard model for representing and sharing knowledge organization systems such as thesauri, classification schemes, and taxonomies on the Semantic Web.
  • 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_69b3454965f881908c41190bb22f0e4b completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351c281688190aef717c4ecce8107 completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbb32eb081908dbaa8cc14882fe0 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5df8336e881908c875b8411c2fe4d completed March 14, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_69b5e0ded0288190b615364e9ae10821 completed March 14, 2026, 10:27 p.m.
Created at: March 12, 2026, 11:15 p.m.