Dontopedia

Sampling (The Model Layer)

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-05.)

Sampling (The Model Layer) has 47 facts recorded in Dontopedia across 1 reference, with 5 live disagreements.

47 facts·32 predicates·1 sources·5 in dispute

Mostly:references concept(8), has subsection(3), has part(3)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (20)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

partOfPart of(3)

feedsInputIntoFeeds Input Into(2)

behavioralControlForBehavioral Control for(1)

constitutedByConstituted by(1)

containsSectionContains Section(1)

contextControlForContext Control for(1)

demonstratesApplicationOfDemonstrates Application of(1)

describesDescribes(1)

functionallyDependsOnFunctionally Depends on(1)

hasPartHas Part(1)

hasSubsectionHas Subsection(1)

includesIncludes(1)

modifiesBehaviorOfModifies Behavior of(1)

outputMechanismForOutput Mechanism for(1)

precedesInOutlinePrecedes in Outline(1)

resourceConstraintForResource Constraint for(1)

selectionControlForSelection Control for(1)

Other facts (46)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

46 facts
PredicateValueRef
References ConceptModel Parameter[1]
References ConceptMax Tokens Parameter[1]
References ConceptTemperature Parameter[1]
References ConceptSystem Parameter[1]
References ConceptEnd Turn Stop Reason[1]
References ConceptTool Use Stop Reason[1]
References ConceptMax Tokens Stop Reason[1]
References ConceptStop Sequence Stop Reason[1]
Has SubsectionMaking Api Calls[1]
Has SubsectionParameters[1]
Has SubsectionStop Reasons[1]
Has PartMaking Api Calls[1]
Has PartParameters[1]
Has PartStop Reasons[1]
Implements InterfaceMaking Api Calls[1]
Implements InterfaceParameters[1]
Implements InterfaceStop Reasons[1]
Has Word Count12[1]
Has Word Count4[1]
Has Alternative LabelThe Model Layer[1]
Precedes in OutlineTool System Section[1]
Has Line Number Range10-13[1]
Part ofSource Document[1]
Has Level1[1]
Has Alternative Label Parentheses(The Model Layer)[1]
Uses Parentheses for Alternative Labeltrue[1]
Has Subsection Count3[1]
Related to ConceptMaking Api Calls[1]
Has Description Length51[1]
Has Section TitleSampling (The Model Layer)[1]
Has Title Word Count4[1]
Uses Determinerstrue[1]
Uses Noun Phrasetrue[1]
Uses Colon for Labelingtrue[1]
Enables CapabilityModel Interaction[1]
Has Outline Position2[1]
Foundational toBuilding Claude Code Section[1]
Uses Title Casetrue[1]
Has Parenthetical Contenttrue[1]
ConstitutesAgent Framework[1]
Subsection ofAgent Framework[1]
Has Subsection Depth2[1]
Is Core Componenttrue[1]
Essential forAgent Framework[1]
Demonstrated byBuilding Claude Code Section[1]
Provides Guidance forAgent Development[1]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

labelblah/agents/6
Sampling (The Model Layer)
hasAlternativeLabelblah/agents/6
The Model Layer
hasSubsectionblah/agents/6
ex:making-api-calls
hasSubsectionblah/agents/6
ex:parameters
hasSubsectionblah/agents/6
ex:stop-reasons
precedesInOutlineblah/agents/6
ex:tool-system-section
hasLineNumberRangeblah/agents/6
10-13
partOfblah/agents/6
ex:source-document
hasPartblah/agents/6
ex:making-api-calls
hasPartblah/agents/6
ex:parameters
hasPartblah/agents/6
ex:stop-reasons
referencesConceptblah/agents/6
ex:model-parameter
referencesConceptblah/agents/6
ex:max-tokens-parameter
referencesConceptblah/agents/6
ex:temperature-parameter
referencesConceptblah/agents/6
ex:system-parameter
referencesConceptblah/agents/6
ex:end-turn-stop-reason
referencesConceptblah/agents/6
ex:tool-use-stop-reason
referencesConceptblah/agents/6
ex:max-tokens-stop-reason
referencesConceptblah/agents/6
ex:stop-sequence-stop-reason
hasLevelblah/agents/6
1
hasAlternativeLabelParenthesesblah/agents/6
(The Model Layer)
usesParenthesesForAlternativeLabelblah/agents/6
true
hasSubsectionCountblah/agents/6
3
relatedToConceptblah/agents/6
ex:making-api-calls
hasWordCountblah/agents/6
12
hasDescriptionLengthblah/agents/6
51
hasSectionTitleblah/agents/6
Sampling (The Model Layer)
hasTitleWordCountblah/agents/6
4
usesDeterminersblah/agents/6
true
usesNounPhraseblah/agents/6
true
usesColonForLabelingblah/agents/6
true
enablesCapabilityblah/agents/6
ex:modelInteraction
hasOutlinePositionblah/agents/6
2
hasWordCountblah/agents/6
4
foundationalToblah/agents/6
ex:building-claude-code-section
usesTitleCaseblah/agents/6
true
hasParentheticalContentblah/agents/6
true
constitutesblah/agents/6
ex:agent-framework
implementsInterfaceblah/agents/6
ex:making-api-calls
implementsInterfaceblah/agents/6
ex:parameters
implementsInterfaceblah/agents/6
ex:stop-reasons
subsectionOfblah/agents/6
ex:agent-framework
hasSubsectionDepthblah/agents/6
2
isCoreComponentblah/agents/6
true
essentialForblah/agents/6
ex:agent-framework
demonstratedByblah/agents/6
ex:building-claude-code-section
providesGuidanceForblah/agents/6
ex:agent-development

References (1)

1 references
  1. [1]647 facts
    ctx:discord/blah/agents/6
    • full textctx:discord/blah/agents/6
      text/plain1 KBdoc:discord/blah/agents/6
      Show excerpt
      [2026-03-15 03:03] traves_theberge: The key insight: LLM + loop + tools = agent The Agent Loop The core while-loop Code: basic loop skeleton Stop conditions: end_turn, max_iterations, human approval Sampling (The Model Layer) Making API

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