Class: InstanceAcquisition

Describes how data associated with each instance was acquired (e.g., directly observed, reported by subjects, inferred).

__

URI: data_sheets_schema:InstanceAcquisition

classDiagram class InstanceAcquisition click InstanceAcquisition href "../InstanceAcquisition/" DatasetProperty <|-- InstanceAcquisition click DatasetProperty href "../DatasetProperty/" InstanceAcquisition : acquisition_details InstanceAcquisition : description InstanceAcquisition : id InstanceAcquisition : name InstanceAcquisition : used_software InstanceAcquisition --> "*" Software : used_software click Software href "../Software/" InstanceAcquisition : was_directly_observed InstanceAcquisition : was_inferred_derived InstanceAcquisition : was_reported_by_subjects InstanceAcquisition : was_validated_verified

Inheritance

DatasetProperty
- InstanceAcquisition

Slots

Name	Cardinality and Range	Description	Inheritance
was_directly_observed	0..1 Boolean	True if the data was directly observed by a researcher or instrument; false i...	direct
was_reported_by_subjects	0..1 Boolean	True if the data was self-reported directly by the subjects themselves (e	direct
was_inferred_derived	0..1 Boolean	True if the data was computationally inferred or derived from other data (e	direct
was_validated_verified	0..1 Boolean	True if the data underwent a validation or verification process (e	direct
acquisition_details	* String	Free-text description of how data was acquired for each instance, including i...	direct
id	0..1 Uriorcurie	An optional identifier for this property	DatasetProperty
name	0..1 String	A human-readable name for this property	DatasetProperty
description	0..1 String	A human-readable description for this property	DatasetProperty
used_software	* Software	What software was used as part of this dataset property?	DatasetProperty

Usages

used by	used in	type	used
Dataset	acquisition_methods	range	InstanceAcquisition
DataSubset	acquisition_methods	range	InstanceAcquisition

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/bridge2ai/data-sheets-schema

Mappings

Mapping Type	Mapped Value
self	data_sheets_schema:InstanceAcquisition
native	data_sheets_schema:InstanceAcquisition

LinkML Source

Direct

name: InstanceAcquisition
description: 'Describes how data associated with each instance was acquired (e.g.,
  directly observed, reported by subjects, inferred).

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  was_directly_observed:
    name: was_directly_observed
    description: True if the data was directly observed by a researcher or instrument;
      false if it was obtained through other means (e.g., reported, inferred).
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    slot_uri: d4d:wasDirectlyObserved
    domain_of:
    - InstanceAcquisition
    range: boolean
  was_reported_by_subjects:
    name: was_reported_by_subjects
    description: True if the data was self-reported directly by the subjects themselves
      (e.g., survey responses, questionnaires); false otherwise.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    slot_uri: d4d:wasReportedBySubjects
    domain_of:
    - InstanceAcquisition
    range: boolean
  was_inferred_derived:
    name: was_inferred_derived
    description: True if the data was computationally inferred or derived from other
      data (e.g., model outputs, imputed values); false otherwise.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    slot_uri: d4d:wasInferred
    domain_of:
    - InstanceAcquisition
    range: boolean
  was_validated_verified:
    name: was_validated_verified
    description: True if the data underwent a validation or verification process (e.g.,
      expert review, cross-checking with ground truth); false otherwise.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    slot_uri: d4d:wasValidated
    domain_of:
    - InstanceAcquisition
    range: boolean
  acquisition_details:
    name: acquisition_details
    description: 'Free-text description of how data was acquired for each instance,
      including instruments, protocols, and any manual steps involved.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    slot_uri: dcterms:description
    domain_of:
    - InstanceAcquisition
    range: string
    multivalued: true

Induced

name: InstanceAcquisition
description: 'Describes how data associated with each instance was acquired (e.g.,
  directly observed, reported by subjects, inferred).

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  was_directly_observed:
    name: was_directly_observed
    description: True if the data was directly observed by a researcher or instrument;
      false if it was obtained through other means (e.g., reported, inferred).
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    slot_uri: d4d:wasDirectlyObserved
    alias: was_directly_observed
    owner: InstanceAcquisition
    domain_of:
    - InstanceAcquisition
    range: boolean
  was_reported_by_subjects:
    name: was_reported_by_subjects
    description: True if the data was self-reported directly by the subjects themselves
      (e.g., survey responses, questionnaires); false otherwise.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    slot_uri: d4d:wasReportedBySubjects
    alias: was_reported_by_subjects
    owner: InstanceAcquisition
    domain_of:
    - InstanceAcquisition
    range: boolean
  was_inferred_derived:
    name: was_inferred_derived
    description: True if the data was computationally inferred or derived from other
      data (e.g., model outputs, imputed values); false otherwise.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    slot_uri: d4d:wasInferred
    alias: was_inferred_derived
    owner: InstanceAcquisition
    domain_of:
    - InstanceAcquisition
    range: boolean
  was_validated_verified:
    name: was_validated_verified
    description: True if the data underwent a validation or verification process (e.g.,
      expert review, cross-checking with ground truth); false otherwise.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    slot_uri: d4d:wasValidated
    alias: was_validated_verified
    owner: InstanceAcquisition
    domain_of:
    - InstanceAcquisition
    range: boolean
  acquisition_details:
    name: acquisition_details
    description: 'Free-text description of how data was acquired for each instance,
      including instruments, protocols, and any manual steps involved.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    slot_uri: dcterms:description
    alias: acquisition_details
    owner: InstanceAcquisition
    domain_of:
    - InstanceAcquisition
    range: string
    multivalued: true
  id:
    name: id
    annotations:
      d4d:docExample:
        tag: d4d:docExample
        value: https://example.org/dataset/property-001
    description: An optional identifier for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:identifier
    alias: id
    owner: InstanceAcquisition
    domain_of:
    - NamedThing
    - DatasetProperty
    range: uriorcurie
  name:
    name: name
    description: A human-readable name for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:name
    alias: name
    owner: InstanceAcquisition
    domain_of:
    - NamedThing
    - DatasetProperty
    range: string
  description:
    name: description
    description: A human-readable description for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:description
    alias: description
    owner: InstanceAcquisition
    domain_of:
    - NamedThing
    - DatasetProperty
    - DatasetRelationship
    range: string
  used_software:
    name: used_software
    description: What software was used as part of this dataset property?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    rank: 1000
    slot_uri: d4d:usedSoftware
    alias: used_software
    owner: InstanceAcquisition
    domain_of:
    - DatasetProperty
    range: Software
    multivalued: true
    inlined: true
    inlined_as_list: true