Class: Insight¶

A unit of scientific knowledge backed by evidence. Used for both prior_insights (informing decisions) and findings (conclusions from the analysis).

URI: astra:Insight

 classDiagram
    class Insight
    click Insight href "../Insight/"
      Insight : claim

      Insight : created_at

      Insight : derived

      Insight : evidence





        Insight --> "1..*" Evidence : evidence
        click Evidence href "../Evidence/"



      Insight : id

      Insight : label

      Insight : notes

      Insight : scope

      Insight : tags

Slots¶

Name	Cardinality and Range	Description	Inheritance
id	1 String	Unique identifier	direct
label	0..1 String	Short human-readable name for compact rendering (margin glyphs, breadcrumbs, ...	direct
claim	1 String	What we learned (1-2 sentences)	direct
created_at	1 Datetime	Creation timestamp (ISO 8601)	direct
evidence	1..* Evidence	Supporting evidence (papers or analysis artifacts)	direct
derived	0..1 Boolean	True if synthesized/inferred from multiple sources	direct
scope	0..1 String	Applicability conditions	direct
tags	* String	Categorization tags	direct
notes	0..1 String	Reasoning notes	direct

Usages¶

used by	used in	type	used
Analysis	prior_insights	range	Insight
Analysis	findings	range	Insight
InsightCollection	insights	range	Insight

Identifier and Mapping Information¶

Schema Source¶

from schema: https://w3id.org/astra/analysis

Mappings¶

Mapping Type	Mapped Value
self	astra:Insight
native	astra:Insight

LinkML Source¶

Direct¶

name: Insight
description: A unit of scientific knowledge backed by evidence. Used for both prior_insights
  (informing decisions) and findings (conclusions from the analysis).
from_schema: https://w3id.org/astra/analysis
attributes:
  id:
    name: id
    description: Unique identifier
    from_schema: https://w3id.org/astra/insight
    identifier: true
    domain_of:
    - Input
    - Output
    - Option
    - Decision
    - Analysis
    - Evidence
    - Insight
    - UniverseNode
    - Universe
    required: true
    pattern: ^(?!(inputs|outputs|decisions|findings|prior_insights|analyses|options|content)$)[a-z][a-z0-9_]*$
  label:
    name: label
    description: Short human-readable name for compact rendering (margin glyphs, breadcrumbs,
      card titles). Optional; tooling falls back to id when absent.
    from_schema: https://w3id.org/astra/insight
    domain_of:
    - Input
    - Output
    - Option
    - Decision
    - Insight
  claim:
    name: claim
    description: What we learned (1-2 sentences)
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    domain_of:
    - Insight
    required: true
  created_at:
    name: created_at
    description: Creation timestamp (ISO 8601)
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    domain_of:
    - Insight
    range: datetime
    required: true
  evidence:
    name: evidence
    description: Supporting evidence (papers or analysis artifacts)
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    domain_of:
    - Insight
    range: Evidence
    required: true
    multivalued: true
    inlined: true
    inlined_as_list: true
  derived:
    name: derived
    description: True if synthesized/inferred from multiple sources
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    domain_of:
    - Insight
    range: boolean
  scope:
    name: scope
    description: Applicability conditions
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    domain_of:
    - Insight
  tags:
    name: tags
    description: Categorization tags
    from_schema: https://w3id.org/astra/insight
    domain_of:
    - Decision
    - Analysis
    - Insight
    multivalued: true
  notes:
    name: notes
    description: Reasoning notes
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    domain_of:
    - Insight

Induced¶

name: Insight
description: A unit of scientific knowledge backed by evidence. Used for both prior_insights
  (informing decisions) and findings (conclusions from the analysis).
from_schema: https://w3id.org/astra/analysis
attributes:
  id:
    name: id
    description: Unique identifier
    from_schema: https://w3id.org/astra/insight
    identifier: true
    alias: id
    owner: Insight
    domain_of:
    - Input
    - Output
    - Option
    - Decision
    - Analysis
    - Evidence
    - Insight
    - UniverseNode
    - Universe
    range: string
    required: true
    pattern: ^(?!(inputs|outputs|decisions|findings|prior_insights|analyses|options|content)$)[a-z][a-z0-9_]*$
  label:
    name: label
    description: Short human-readable name for compact rendering (margin glyphs, breadcrumbs,
      card titles). Optional; tooling falls back to id when absent.
    from_schema: https://w3id.org/astra/insight
    alias: label
    owner: Insight
    domain_of:
    - Input
    - Output
    - Option
    - Decision
    - Insight
    range: string
  claim:
    name: claim
    description: What we learned (1-2 sentences)
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    alias: claim
    owner: Insight
    domain_of:
    - Insight
    range: string
    required: true
  created_at:
    name: created_at
    description: Creation timestamp (ISO 8601)
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    alias: created_at
    owner: Insight
    domain_of:
    - Insight
    range: datetime
    required: true
  evidence:
    name: evidence
    description: Supporting evidence (papers or analysis artifacts)
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    alias: evidence
    owner: Insight
    domain_of:
    - Insight
    range: Evidence
    required: true
    multivalued: true
    inlined: true
    inlined_as_list: true
  derived:
    name: derived
    description: True if synthesized/inferred from multiple sources
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    alias: derived
    owner: Insight
    domain_of:
    - Insight
    range: boolean
  scope:
    name: scope
    description: Applicability conditions
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    alias: scope
    owner: Insight
    domain_of:
    - Insight
    range: string
  tags:
    name: tags
    description: Categorization tags
    from_schema: https://w3id.org/astra/insight
    alias: tags
    owner: Insight
    domain_of:
    - Decision
    - Analysis
    - Insight
    range: string
    multivalued: true
  notes:
    name: notes
    description: Reasoning notes
    from_schema: https://w3id.org/astra/insight
    rank: 1000
    alias: notes
    owner: Insight
    domain_of:
    - Insight
    range: string