Triple

T1386208
Position Surface form Disambiguated ID Type / Status
Subject Peter J. Denning E29850 entity
Predicate notableConcept P201 FINISHED
Object working set model
The working set model is a memory management concept in computer science that defines the set of pages a process is actively using to optimize paging and reduce thrashing in virtual memory systems.
E157647 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: working set model | Statement: [Peter J. Denning, notableConcept, working set model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: working set model
Context triple: [Peter J. Denning, notableConcept, working set model]
  • A. The Models
    The Models is a large post-Impressionist painting by Georges Seurat that depicts three nude female figures in a studio, showcasing his pointillist technique and exploration of modern life.
  • B. Model 281 Proteus
    Model 281 Proteus is a high-altitude, long-endurance experimental aircraft developed by Scaled Composites for telecommunications, reconnaissance, and atmospheric research missions.
  • C. Set
    Set is an ancient Egyptian god associated primarily with chaos, storms, and disorder, often depicted as the adversary of his brother Osiris and the rival of Horus.
  • D. SETL
    SETL is a high-level programming language developed in the late 1960s that is notable for its powerful set-theoretic abstractions and influence on later language design.
  • E. Models of Man
    Models of Man is a seminal book by Herbert A. Simon that explores human decision-making and behavior through the lens of bounded rationality and mathematical models in the social sciences.
  • 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: working set model
Triple: [Peter J. Denning, notableConcept, working set model]
Generated description
The working set model is a memory management concept in computer science that defines the set of pages a process is actively using to optimize paging and reduce thrashing in virtual memory systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: working set model
Target entity description: The working set model is a memory management concept in computer science that defines the set of pages a process is actively using to optimize paging and reduce thrashing in virtual memory systems.
  • A. The Models
    The Models is a large post-Impressionist painting by Georges Seurat that depicts three nude female figures in a studio, showcasing his pointillist technique and exploration of modern life.
  • B. Model 281 Proteus
    Model 281 Proteus is a high-altitude, long-endurance experimental aircraft developed by Scaled Composites for telecommunications, reconnaissance, and atmospheric research missions.
  • C. Set
    Set is an ancient Egyptian god associated primarily with chaos, storms, and disorder, often depicted as the adversary of his brother Osiris and the rival of Horus.
  • D. SETL
    SETL is a high-level programming language developed in the late 1960s that is notable for its powerful set-theoretic abstractions and influence on later language design.
  • E. Models of Man
    Models of Man is a seminal book by Herbert A. Simon that explores human decision-making and behavior through the lens of bounded rationality and mathematical models in the social sciences.
  • 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_69a498dc92f8819094a1108f8ac90f43 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c339f3d481909c04b14129899945 completed March 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd48fc7f88190a971e6b6fa01453e completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd56a42a481909b2b4efc3d3dac49 completed March 8, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_69acd5d853a08190980fe79aa583390a completed March 8, 2026, 1:50 a.m.
Created at: March 1, 2026, 7:59 p.m.