Data and media labelling for AI training

We offer to label and annotate raw data and media sets for AI training purposes.
Interested in this service? Contact us at agrifoodtef[at]idele.fr
Overview

This service specializes in accurately annotating and labeling datasets or multimedia content, including photos, videos, and audio, specifically for training Artificial Intelligence algorithms in the ruminant livestock sector. By meticulously tagging key features such as animal behavior, physical conditions, environmental factors, and health indicators, we provide high-quality datasets that enhance the precision of AI models used in livestock monitoring, health assessment, and farm management solutions.
Our service ensures that AI solutions for ruminant farming are trained with contextually rich, well-labeled data, enabling the development of advanced tools for animal welfare, productivity optimization, and predictive analytics in the livestock industry.
Download factsheet description
FAQ
More about the service

In order to properly train AI algorithms, it is essential to have high-quality, well-qualified datasets. Data labeling is a time-consuming task that requires significant domain expertise, and this is exactly what we offer with our service.
This service will include a first stage to evaluate the type and quantity of data needed and the definition of the proper labelling considering the customer’s AI solution and objectives.
The duration of this service will depend on the type of data and type of processing required.
This service will only be offered together with service S00098 – Provision of datasets for AI training and the data or media sets to be labelled will have to be collected and provided by us to the customer.
The customization of this service will be defined during the first stage of service as described above.
Institut de l'elevage (IDELE)
Location
Remote
Type of Sector
Tree Crops
Type of service
Data augmentation
Test type
Software or AI model
WHAT WE DELIVERED
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Get in touch

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              "field_item:yoast_seo" => array:15 [ …15]
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            "value" => Drupal\Core\TypedData\DataDefinition {#4120
              #definition: array:3 [ …3]
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            "value" => Drupal\Core\TypedData\DataDefinition {#7822
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            "description" => Drupal\Core\StringTranslation\TranslatableMarkup {#3968
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              "type" => "field_item:string"
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              #string: "Computed menu link for the node (only available during node saving)."
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              "view" => array:1 [ …1]
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            #definition: array:2 [
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          +original: ? Drupal\field\Entity\FieldConfig
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          -isUninstalling: false
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          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_country" => Drupal\field\Entity\FieldConfig {#3972
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.partner.field_country"
          #status: true
          #uuid: "99b58761-5935-4496-a8a8-9221115953a1"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:1 [
            "config" => array:3 [
              0 => "field.storage.node.field_country"
              1 => "node.type.partner"
              2 => "taxonomy.vocabulary.country"
            ]
          ]
          #isSyncing: false
          #id: "node.partner.field_country"
          #field_name: "field_country"
          #field_type: "entity_reference"
          #entity_type: "node"
          #bundle: "partner"
          #label: "Country"
          #description: ""
          #settings: array:2 [
            "handler" => "default:taxonomy_term"
            "handler_settings" => array:4 [
              "target_bundles" => array:1 [ …1]
              "sort" => array:2 [ …2]
              "auto_create" => false
              "auto_create_bundle" => ""
            ]
          ]
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: null
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_email_customer_two" => Drupal\field\Entity\FieldConfig {#3973
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.partner.field_email_customer_two"
          #status: true
          #uuid: "4a1b12fb-1b08-44d6-b42d-ca657da3cd7b"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:1 [
            "config" => array:2 [
              0 => "field.storage.node.field_email_customer_two"
              1 => "node.type.partner"
            ]
          ]
          #isSyncing: false
          #id: "node.partner.field_email_customer_two"
          #field_name: "field_email_customer_two"
          #field_type: "email"
          #entity_type: "node"
          #bundle: "partner"
          #label: "Email Customer"
          #description: ""
          #settings: []
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: Drupal\field\Entity\FieldStorageConfig {#3211
            #entityTypeId: "field_storage_config"
            #enforceIsNew: null
            #typedData: null
            #cacheContexts: []
            #cacheTags: []
            #cacheMaxAge: -1
            #_serviceIds: []
            #_entityStorages: []
            #originalId: "node.field_email_customer_two"
            #status: true
            #uuid: "c3e1df16-9d17-4ecf-8bce-bc0303b66f45"
            -isUninstalling: false
            #langcode: "en"
            #third_party_settings: []
            #_core: []
            #trustedData: false
            #dependencies: array:1 [
              "module" => array:1 [ …1]
            ]
            #isSyncing: false
            #id: "node.field_email_customer_two"
            #field_name: "field_email_customer_two"
            #entity_type: "node"
            #type: "email"
            #module: "core"
            #settings: []
            #cardinality: 1
            #translatable: true
            #locked: false
            #persist_with_no_fields: false
            +custom_storage: false
            #indexes: []
            #deleted: false
            #schema: null
            #propertyDefinitions: array:1 [
              "value" => Drupal\Core\TypedData\DataDefinition {#12244 …2}
            ]
            +original: ? Drupal\field\FieldStorageConfigInterface
          }
          #itemDefinition: Drupal\Core\Field\TypedData\FieldItemDataDefinition {#12254
            #definition: array:2 [
              "type" => "field_item:email"
              "settings" => []
            ]
            #typedDataManager: Drupal\Core\TypedData\TypedDataManager {#832}
            #fieldDefinition: Drupal\field\Entity\FieldConfig {#3973}
          }
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_image" => Drupal\field\Entity\FieldConfig {#3974
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.partner.field_image"
          #status: true
          #uuid: "47991db9-e62c-42cb-afbc-70196fe7dd5d"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:2 [
            "config" => array:2 [
              0 => "field.storage.node.field_image"
              1 => "node.type.partner"
            ]
            "module" => array:1 [
              0 => "image"
            ]
          ]
          #isSyncing: false
          #id: "node.partner.field_image"
          #field_name: "field_image"
          #field_type: "image"
          #entity_type: "node"
          #bundle: "partner"
          #label: "Image"
          #description: ""
          #settings: array:12 [
            "handler" => "default:file"
            "handler_settings" => []
            "file_directory" => "[date:custom:Y]-[date:custom:m]"
            "file_extensions" => "png gif jpg jpeg webp"
            "max_filesize" => ""
            "max_resolution" => ""
            "min_resolution" => ""
            "alt_field" => true
            "alt_field_required" => true
            "title_field" => false
            "title_field_required" => false
            "default_image" => array:5 [
              "uuid" => ""
              "alt" => ""
              "title" => ""
              "width" => null
              "height" => null
            ]
          ]
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: null
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_metatag" => Drupal\field\Entity\FieldConfig {#3975
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.partner.field_metatag"
          #status: true
          #uuid: "f4ff6ecb-d8c8-48f7-a2ed-5835001d5fcc"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:2 [
            "config" => array:2 [
              0 => "field.storage.node.field_metatag"
              1 => "node.type.partner"
            ]
            "module" => array:1 [
              0 => "metatag"
            ]
          ]
          #isSyncing: false
          #id: "node.partner.field_metatag"
          #field_name: "field_metatag"
          #field_type: "metatag"
          #entity_type: "node"
          #bundle: "partner"
          #label: "Metatag"
          #description: ""
          #settings: []
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: null
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_meta_tags" => Drupal\field\Entity\FieldConfig {#3976
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.partner.field_meta_tags"
          #status: true
          #uuid: "3c8d725d-60cb-4053-92e9-067512f795fe"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:2 [
            "config" => array:2 [
              0 => "field.storage.node.field_meta_tags"
              1 => "node.type.partner"
            ]
            "module" => array:1 [
              0 => "metatag"
            ]
          ]
          #isSyncing: false
          #id: "node.partner.field_meta_tags"
          #field_name: "field_meta_tags"
          #field_type: "metatag"
          #entity_type: "node"
          #bundle: "partner"
          #label: "Meta tags"
          #description: ""
          #settings: []
          #required: false
          #translatable: true
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: null
          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_url" => Drupal\field\Entity\FieldConfig {#3977
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.partner.field_url"
          #status: true
          #uuid: "5fc69234-6f76-4e29-9a6d-4ba1737ec945"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:2 [
            "config" => array:2 [
              0 => "field.storage.node.field_url"
              1 => "node.type.partner"
            ]
            "module" => array:1 [
              0 => "link"
            ]
          ]
          #isSyncing: false
          #id: "node.partner.field_url"
          #field_name: "field_url"
          #field_type: "link"
          #entity_type: "node"
          #bundle: "partner"
          #label: "URL"
          #description: ""
          #settings: array:2 [
            "title" => 0
            "link_type" => 17
          ]
          #required: false
          #translatable: false
          #default_value: []
          #default_value_callback: ""
          #fieldStorage: Drupal\field\Entity\FieldStorageConfig {#3269
            #entityTypeId: "field_storage_config"
            #enforceIsNew: null
            #typedData: null
            #cacheContexts: []
            #cacheTags: []
            #cacheMaxAge: -1
            #_serviceIds: []
            #_entityStorages: []
            #originalId: "node.field_url"
            #status: true
            #uuid: "0abcbf83-41af-4b19-b338-7f95f9a6ff73"
            -isUninstalling: false
            #langcode: "en"
            #third_party_settings: []
            #_core: []
            #trustedData: false
            #dependencies: array:1 [
              "module" => array:2 [ …2]
            ]
            #isSyncing: false
            #id: "node.field_url"
            #field_name: "field_url"
            #entity_type: "node"
            #type: "link"
            #module: "link"
            #settings: []
            #cardinality: 1
            #translatable: true
            #locked: false
            #persist_with_no_fields: false
            +custom_storage: false
            #indexes: []
            #deleted: false
            #schema: null
            #propertyDefinitions: array:3 [
              "uri" => Drupal\Core\TypedData\DataDefinition {#6387 …2}
              "title" => Drupal\Core\TypedData\DataDefinition {#6429 …2}
              "options" => Drupal\Core\TypedData\MapDataDefinition {#6009 …4}
            ]
            +original: ? Drupal\field\FieldStorageConfigInterface
          }
          #itemDefinition: Drupal\Core\Field\TypedData\FieldItemDataDefinition {#9021
            #definition: array:2 [
              "type" => "field_item:link"
              "settings" => array:2 [ …2]
            ]
            #typedDataManager: Drupal\Core\TypedData\TypedDataManager {#832}
            #fieldDefinition: Drupal\field\Entity\FieldConfig {#3977}
          }
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
        "field_yoast_seo" => Drupal\field\Entity\FieldConfig {#3978
          #entityTypeId: "field_config"
          #enforceIsNew: null
          #typedData: null
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.partner.field_yoast_seo"
          #status: true
          #uuid: "607ac547-8100-4f77-a27b-8b3a70e07bb9"
          -isUninstalling: false
          #langcode: "en"
          #third_party_settings: []
          #_core: []
          #trustedData: false
          #dependencies: array:2 [
            "config" => array:2 [
              0 => "field.storage.node.field_yoast_seo"
              1 => "node.type.partner"
            ]
            "module" => array:1 [
              0 => "yoast_seo"
            ]
          ]
          #isSyncing: false
          #id: "node.partner.field_yoast_seo"
          #field_name: "field_yoast_seo"
          #field_type: "yoast_seo"
          #entity_type: "node"
          #bundle: "partner"
          #label: "Real-time SEO"
          #description: ""
          #settings: []
          #required: false
          #translatable: true
          #default_value: []
          #default_value_callback: ""
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          #itemDefinition: null
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
      ]
    }
    #name: null
    #parent: null
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    #_entityStorages: []
    #stringTranslation: null
    #typedDataManager: null
    #entity: Drupal\node\Entity\Node {#3862}
  }
  #cacheContexts: []
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  #cacheMaxAge: -1
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  #_entityStorages: []
  #values: array:26 [
    "nid" => array:1 [
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    ]
    "vid" => array:1 [
      "x-default" => "202"
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    ]
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    "uid" => array:1 [
      "x-default" => "5"
    ]
    "title" => array:1 [
      "x-default" => "Institut de l'elevage (IDELE)"
    ]
    "created" => array:1 [
      "x-default" => "1727184223"
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    "changed" => array:1 [
      "x-default" => "1761910547"
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    "promote" => array:1 [
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    ]
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    "default_langcode" => array:1 [
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    "revision_translation_affected" => array:1 [
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        0 => array:1 [
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    "field_country" => array:1 [
      "x-default" => array:1 [
        0 => array:1 [
          "target_id" => "30"
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    ]
    "field_email_customer_two" => array:1 [
      "x-default" => array:1 [
        0 => array:1 [
          "value" => "agrifoodtef@idele.fr"
        ]
      ]
    ]
    "field_image" => array:1 [
      "x-default" => array:1 [
        0 => array:5 [
          "target_id" => "125"
          "alt" => "IDELE"
          "title" => ""
          "width" => "500"
          "height" => "500"
        ]
      ]
    ]
    "field_url" => array:1 [
      "x-default" => array:1 [
        0 => array:3 [
          "uri" => "https://idele.fr/"
          "title" => ""
          "options" => []
        ]
      ]
    ]
    "field_yoast_seo" => array:1 [
      "x-default" => array:1 [
        0 => array:2 [
          "status" => "0"
          "focus_keyword" => ""
        ]
      ]
    ]
    "_referringItem" => Drupal\Core\Field\Plugin\Field\FieldType\EntityReferenceItem {#3532
      #definition: Drupal\Core\Field\TypedData\FieldItemDataDefinition {#3523
        #definition: array:2 [
          "type" => "field_item:entity_reference"
          "settings" => array:3 [
            "handler" => "default:node"
            "handler_settings" => array:4 [ …4]
            "target_type" => "node"
          ]
        ]
        #typedDataManager: Drupal\Core\TypedData\TypedDataManager {#832}
        #fieldDefinition: Drupal\field\Entity\FieldConfig {#2716
          #entityTypeId: "field_config"
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          #cacheContexts: []
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          #_serviceIds: []
          #_entityStorages: []
          #originalId: "node.service.field_provider_service"
          #status: true
          #uuid: "e65af4cf-ed31-4f26-a236-4cb7529f83bb"
          -isUninstalling: false
          #langcode: "en"
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          #trustedData: false
          #dependencies: array:1 [
            "config" => array:3 [ …3]
          ]
          #isSyncing: false
          #id: "node.service.field_provider_service"
          #field_name: "field_provider_service"
          #field_type: "entity_reference"
          #entity_type: "node"
          #bundle: "service"
          #label: "Service provider"
          #description: ""
          #settings: array:2 [
            "handler" => "default:node"
            "handler_settings" => array:4 [ …4]
          ]
          #required: false
          #translatable: false
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          #default_value_callback: ""
          #fieldStorage: Drupal\field\Entity\FieldStorageConfig {#3250
            #entityTypeId: "field_storage_config"
            #enforceIsNew: null
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            #cacheContexts: []
            #cacheTags: []
            #cacheMaxAge: -1
            #_serviceIds: []
            #_entityStorages: []
            #originalId: "node.field_provider_service"
            #status: true
            #uuid: "b05ee149-0c71-4332-8c29-9e8405479833"
            -isUninstalling: false
            #langcode: "en"
            #third_party_settings: []
            #_core: []
            #trustedData: false
            #dependencies: array:1 [ …1]
            #isSyncing: false
            #id: "node.field_provider_service"
            #field_name: "field_provider_service"
            #entity_type: "node"
            #type: "entity_reference"
            #module: "core"
            #settings: array:1 [ …1]
            #cardinality: -1
            #translatable: true
            #locked: false
            #persist_with_no_fields: false
            +custom_storage: false
            #indexes: []
            #deleted: false
            #schema: array:4 [ …4]
            #propertyDefinitions: array:2 [ …2]
            +original: ? Drupal\field\FieldStorageConfigInterface
          }
          #itemDefinition: Drupal\Core\Field\TypedData\FieldItemDataDefinition {#3523}
          #constraints: []
          #propertyConstraints: []
          #deleted: false
          +original: ? Drupal\field\Entity\FieldConfig
        }
      }
      #name: 0
      #parent: Drupal\Core\Field\EntityReferenceFieldItemList {#3521
        #definition: Drupal\field\Entity\FieldConfig {#2716}
        #name: "field_provider_service"
        #parent: Drupal\Core\Entity\Plugin\DataType\EntityAdapter {#1536
          #definition: Drupal\Core\Entity\TypedData\EntityDataDefinition {#1552
            #definition: array:1 [ …1]
            #typedDataManager: null
            #propertyDefinitions: array:50 [ …50]
          }
          #name: null
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          #stringTranslation: null
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          #entity: Drupal\node\Entity\Node {#1427
            #entityTypeId: "node"
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            #typedData: Drupal\Core\Entity\Plugin\DataType\EntityAdapter {#1536}
            #cacheContexts: []
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            #cacheMaxAge: -1
            #_serviceIds: []
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            #values: array:36 [ …36]
            #fields: array:26 [ …26]
            #fieldDefinitions: array:50 [ …50]
            #languages: array:3 [ …3]
            #langcodeKey: "langcode"
            #defaultLangcodeKey: "default_langcode"
            #activeLangcode: "x-default"
            #enforceDefaultTranslation: null
            #defaultLangcode: "en"
            #translations: array:1 [ …1]
            #translationInitialize: false
            #newRevision: false
            #isDefaultRevision: "1"
            #entityKeys: array:4 [ …4]
            #translatableEntityKeys: array:8 [ …8]
            #validated: false
            #validationRequired: false
            #loadedRevisionId: "3170"
            #revisionTranslationAffectedKey: "revision_translation_affected"
            #enforceRevisionTranslationAffected: []
            #isSyncing: false
            +in_preview: null
          }
        }
        #_serviceIds: []
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        #stringTranslation: null
        #typedDataManager: Drupal\Core\TypedData\TypedDataManager {#832}
        #list: array:1 [
          0 => Drupal\Core\Field\Plugin\Field\FieldType\EntityReferenceItem {#3532}
        ]
        #langcode: "en"
      }
      #_serviceIds: []
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      #stringTranslation: null
      #typedDataManager: Drupal\Core\TypedData\TypedDataManager {#832}
      #values: array:4 [
        "target_id" => "64"
        "_attributes" => []
        "_loaded" => true
        "_accessCacheability" => Drupal\Core\Cache\CacheableMetadata {#3965
          #cacheContexts: array:1 [ …1]
          #cacheTags: array:1 [ …1]
          #cacheMaxAge: -1
        }
      ]
      #properties: array:1 [
        "entity" => Drupal\Core\Entity\Plugin\DataType\EntityReference {#3533
          #definition: Drupal\Core\TypedData\DataReferenceDefinition {#3527 …3}
          #name: "entity"
          #parent: Drupal\Core\Field\Plugin\Field\FieldType\EntityReferenceItem {#3532}
          #_serviceIds: []
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          #stringTranslation: null
          #typedDataManager: Drupal\Core\TypedData\TypedDataManager {#832}
          #target: Drupal\Core\Entity\Plugin\DataType\EntityAdapter {#3955}
          #id: ?
        }
      ]
    }
  ]
  #fields: array:3 [
    "field_url" => array:1 [
      "x-default" => Drupal\Core\Field\FieldItemList {#7806
        #definition: Drupal\field\Entity\FieldConfig {#3977}
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        #parent: Drupal\Core\Entity\Plugin\DataType\EntityAdapter {#3955}
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}
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