Data assimilation with an extended Kalman filter

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              "entity_revision:webform_submission:updating_of_ecmwf_s_contact_list" => array:11 [ …11]
              "entity_revision:webform_submission:wmo_fellowship_scheme" => array:11 [ …11]
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              "entity_revision:paragraph:appoggio_last_refresh" => array:11 [ …11]
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              "entity_revision:paragraph:multilanguage_video" => array:11 [ …11]
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              "entity:bibcite_reference:audiovisual" => array:11 [ …11]
              "entity:bibcite_reference:bill" => array:11 [ …11]
              "entity:bibcite_reference:book" => array:11 [ …11]
              "entity:bibcite_reference:book_chapter" => array:11 [ …11]
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              "entity:bibcite_reference:chart" => array:11 [ …11]
              "entity:bibcite_reference:classical" => array:11 [ …11]
              "entity:bibcite_reference:conference_paper" => array:11 [ …11]
              "entity:bibcite_reference:conference_proceedings" => array:11 [ …11]
              "entity:bibcite_reference:corporate_document" => array:11 [ …11]
              "entity:bibcite_reference:database" => array:11 [ …11]
              "entity:bibcite_reference:education_material" => array:11 [ …11]
              "entity:bibcite_reference:film" => array:11 [ …11]
              "entity:bibcite_reference:government_report" => array:11 [ …11]
              "entity:bibcite_reference:hearing" => array:11 [ …11]
              "entity:bibcite_reference:journal" => array:11 [ …11]
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              "entity:bibcite_reference:legal_ruling" => array:11 [ …11]
              "entity:bibcite_reference:magazine_article" => array:11 [ …11]
              "entity:bibcite_reference:manuscript" => array:11 [ …11]
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              "entity:bibcite_reference:miscellaneous" => array:11 [ …11]
              "entity:bibcite_reference:miscellaneous_section" => array:11 [ …11]
              "entity:bibcite_reference:newsletter" => array:11 [ …11]
              "entity:bibcite_reference:newsletter_featured_article" => array:11 [ …11]
              "entity:bibcite_reference:newspaper_article" => array:11 [ …11]
              "entity:bibcite_reference:patent" => array:11 [ …11]
              "entity:bibcite_reference:personal" => array:11 [ …11]
              "entity:bibcite_reference:poster" => array:11 [ …11]
              "entity:bibcite_reference:presentation" => array:11 [ …11]
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              "entity:bibcite_reference:software" => array:11 [ …11]
              "entity:bibcite_reference:statute" => array:11 [ …11]
              "entity:bibcite_reference:technical_memorandum" => array:11 [ …11]
              "entity:bibcite_reference:thesis" => array:11 [ …11]
              "entity:bibcite_reference:unpublished" => array:11 [ …11]
              "entity:bibcite_reference:user_manual" => array:11 [ …11]
              "entity:bibcite_reference:website" => array:11 [ …11]
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              "entity:bibcite_reference:web_project_page" => array:11 [ …11]
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              "entity:bibcite_contributor_role" => array:12 [ …12]
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              "entity:block_content:block_custom_news_science" => array:11 [ …11]
              "entity:block_content:column_content_text" => array:11 [ …11]
              "entity:block_content:content_block" => array:11 [ …11]
              "entity:block_content:hero_charts" => array:11 [ …11]
              "entity:block_content:hero_learning" => array:11 [ …11]
              "entity:block_content:simple_card" => array:11 [ …11]
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              "entity:blb_breakpoint" => array:12 [ …12]
              "entity:captcha_point" => array:12 [ …12]
              "entity:comment_type" => array:12 [ …12]
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              "entity:comment:comment" => array:11 [ …11]
              "entity:contact_form" => array:12 [ …12]
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              "entity:contact_message:feedback" => array:11 [ …11]
              "entity:contact_message:personal" => array:11 [ …11]
              "entity:content_moderation_state" => array:12 [ …12]
              "entity:content_moderation_notification" => array:12 [ …12]
              "entity:daterange_compact_format" => array:12 [ …12]
              "entity:editor" => array:12 [ …12]
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              "entity:facets_summary" => array:12 [ …12]
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              "entity:feeds_feed:basic_page_from_csv" => array:11 [ …11]
              "entity:feeds_feed:catalogue_of_ecmwf_jupyter_noteb" => array:11 [ …11]
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              "entity:feeds_feed:dataset_from_api" => array:11 [ …11]
              "entity:feeds_feed:ecmwf_training_video_youtube" => array:11 [ …11]
              "entity:feeds_feed:external_dataset" => array:11 [ …11]
              "entity:feeds_feed:import_github_c3s_sketchbook_e" => array:11 [ …11]
              "entity:feeds_feed:import_github_copernicus_trainin" => array:11 [ …11]
              "entity:feeds_feed:indico" => array:11 [ …11]
              "entity:feeds_feed:moodle" => array:11 [ …11]
              "entity:feeds_feed:newletter_from_api" => array:11 [ …11]
              "entity:feeds_feed:news_from_api" => array:11 [ …11]
              "entity:feeds_feed:news_from_csv" => array:11 [ …11]
              "entity:feeds_feed:numerical_products_from_api" => array:11 [ …11]
              "entity:feeds_feed:project_from_api" => array:11 [ …11]
              "entity:feeds_feed:science_blog_feed" => array:11 [ …11]
              "entity:feeds_feed:special_project_from_api" => array:11 [ …11]
              "entity:feeds_feed:staff_page_from_api" => array:11 [ …11]
              "entity:feeds_feed:submission_application_for_membe" => array:11 [ …11]
              "entity:feeds_feed:users_from_api" => array:11 [ …11]
              "entity:feeds_feed:video_from_api" => array:11 [ …11]
              "entity:feeds_feed:webform_from_api" => array:11 [ …11]
              "entity:feeds_feed_type" => array:12 [ …12]
              "entity:feeds_subscription" => array:12 [ …12]
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              "entity:file" => array:12 [ …12]
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              "entity:image_style" => array:12 [ …12]
              "entity:imce_profile" => array:12 [ …12]
              "entity:jsonapi_resource_config" => array:12 [ …12]
              "entity:language_content_settings" => array:12 [ …12]
              "entity:configurable_language" => array:12 [ …12]
              "entity:linkit_profile" => array:12 [ …12]
              "entity:media_type" => array:12 [ …12]
              "entity:media" => array:12 [ …12]
              "entity:media:audio" => array:11 [ …11]
              "entity:media:commitee_session_row_document" => array:11 [ …11]
              "entity:media:document" => array:11 [ …11]
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              "entity:media:remote_video" => array:11 [ …11]
              "entity:media:video" => array:11 [ …11]
              "entity:menu_link_content" => array:12 [ …12]
              "entity:menu_link_content:menu_link_content" => array:11 [ …11]
              "entity:metatag_defaults" => array:12 [ …12]
              "entity:migration_group" => array:12 [ …12]
              "entity:migration" => array:12 [ …12]
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              "entity:node:committee_session" => array:11 [ …11]
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              "entity:node:faq" => array:11 [ …11]
              "entity:node:indico_event" => array:11 [ …11]
              "entity:node:landing_page" => array:11 [ …11]
              "entity:node:newsletter_article" => array:11 [ …11]
              "entity:node:news_item" => array:11 [ …11]
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              "entity:node:page" => array:11 [ …11]
              "entity:node:research_project" => array:11 [ …11]
              "entity:node:science_blog" => array:11 [ …11]
              "entity:node:shorthand_stories" => array:11 [ …11]
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              "entity:node:status_page" => array:11 [ …11]
              "entity:node:training" => array:11 [ …11]
              "entity:node:video" => array:11 [ …11]
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              "entity:search_api_autocomplete_search" => array:12 [ …12]
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              "entity:simple_sitemap_type" => array:12 [ …12]
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              "entity:simple_sitemap_engine" => array:12 [ …12]
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              "entity:smart_date_override" => array:12 [ …12]
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              "entity:taxonomy_term" => array:12 [ …12]
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              "entity:taxonomy_term:catalogue" => array:11 [ …11]
              "entity:taxonomy_term:chart_type_2" => array:11 [ …11]
              "entity:taxonomy_term:committee" => array:11 [ …11]
              "entity:taxonomy_term:committee_idiom" => array:11 [ …11]
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              "entity:taxonomy_term:dataset_keywords" => array:11 [ …11]
              "entity:taxonomy_term:dataset_licences" => array:11 [ …11]
              "entity:taxonomy_term:dataset_var_names" => array:11 [ …11]
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              "entity:taxonomy_term:experimental" => array:11 [ …11]
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              "entity:taxonomy_term:external_dataset_license" => array:11 [ …11]
              "entity:taxonomy_term:external_dataset_portal" => array:11 [ …11]
              "entity:taxonomy_term:external_dataset_product_family" => array:11 [ …11]
              "entity:taxonomy_term:external_dataset_product_type" => array:11 [ …11]
              "entity:taxonomy_term:external_dataset_provider" => array:11 [ …11]
              "entity:taxonomy_term:external_dataset_sector" => array:11 [ …11]
              "entity:taxonomy_term:external_dataset_spatial_coverag" => array:11 [ …11]
              "entity:taxonomy_term:external_dataset_temporal_covera" => array:11 [ …11]
              "entity:taxonomy_term:external_dataset_variable_domain" => array:11 [ …11]
              "entity:taxonomy_term:funders" => array:11 [ …11]
              "entity:taxonomy_term:level" => array:11 [ …11]
              "entity:taxonomy_term:meteorological_parameters" => array:11 [ …11]
              "entity:taxonomy_term:newsletter_issues" => array:11 [ …11]
              "entity:taxonomy_term:newsletter_sections" => array:11 [ …11]
              "entity:taxonomy_term:news_type" => array:11 [ …11]
              "entity:taxonomy_term:tags" => array:11 [ …11]
              "entity:taxonomy_term:tags_youtube" => array:11 [ …11]
              "entity:taxonomy_term:taxonomy_chart_type" => array:11 [ …11]
              "entity:taxonomy_term:topics" => array:11 [ …11]
              "entity:taxonomy_term:training_events" => array:11 [ …11]
              "entity:taxonomy_term:training_tags" => array:11 [ …11]
              "entity:tour" => array:12 [ …12]
              "entity:user" => array:12 [ …12]
              "entity:user_role" => array:12 [ …12]
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              "entity:webform_submission" => array:12 [ …12]
              "entity:webform_submission:aeolus" => array:11 [ …11]
              "entity:webform_submission:application_member_state_short_t" => array:11 [ …11]
              "entity:webform_submission:call_for_external_evaluators" => array:11 [ …11]
              "entity:webform_submission:computing_representatives" => array:11 [ …11]
              "entity:webform_submission:contact" => array:11 [ …11]
              "entity:webform_submission:copernicus_training_expert_eoi" => array:11 [ …11]
              "entity:webform_submission:ecmwf_data_handling_log_traces" => array:11 [ …11]
              "entity:webform_submission:example_options_custom" => array:11 [ …11]
              "entity:webform_submission:keep_for_re_use_dinner_spring_20" => array:11 [ …11]
              "entity:webform_submission:keep_for_re_use_registration_acd" => array:11 [ …11]
              "entity:webform_submission:nominations_for_tac_subgroups" => array:11 [ …11]
              "entity:webform_submission:registration_107th_session_of_th" => array:11 [ …11]
              "entity:webform_submission:registration_108th_session_of_th" => array:11 [ …11]
              "entity:webform_submission:registration_112th_session" => array:11 [ …11]
              "entity:webform_submission:registration_113th_session_fi" => array:11 [ …11]
              "entity:webform_submission:registration_114th_session_of_th" => array:11 [ …11]
              "entity:webform_submission:registration_29th_session_of_the" => array:11 [ …11]
              "entity:webform_submission:registration_55th_session_of_the" => array:11 [ …11]
              "entity:webform_submission:registration_55th_session_tac" => array:11 [ …11]
              "entity:webform_submission:registration_56th_session_of_the" => array:11 [ …11]
              "entity:webform_submission:registration_56th_session_tac" => array:11 [ …11]
              "entity:webform_submission:registration_57th_session_of_the" => array:11 [ …11]
              "entity:webform_submission:registration_acdp_virtual_meetin" => array:11 [ …11]
              "entity:webform_submission:registration_council_106" => array:11 [ …11]
              "entity:webform_submission:registration_pac_workshop_on_new" => array:11 [ …11]
              "entity:webform_submission:registration_spring_2024_data_po" => array:11 [ …11]
              "entity:webform_submission:special_project_account_registra" => array:11 [ …11]
              "entity:webform_submission:special_project_report_submissio" => array:11 [ …11]
              "entity:webform_submission:special_project_request_submissi" => array:11 [ …11]
              "entity:webform_submission:switchboard" => array:11 [ …11]
              "entity:webform_submission:test" => array:11 [ …11]
              "entity:webform_submission:test_dv" => array:11 [ …11]
              "entity:webform_submission:test_registration_112th_session" => array:11 [ …11]
              "entity:webform_submission:updating_of_ecmwf_s_contact_list" => array:11 [ …11]
              "entity:webform_submission:wmo_fellowship_scheme" => array:11 [ …11]
              "entity:webform" => array:12 [ …12]
              "entity:webform_image_select_images" => array:12 [ …12]
              "entity:webform_options_custom" => array:12 [ …12]
              "entity:webform_protected_downloads" => array:12 [ …12]
              "entity:workflow" => array:12 [ …12]
              "entity:pathauto_pattern" => array:12 [ …12]
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              "entity:paragraph:appoggio_document_fr" => array:11 [ …11]
              "entity:paragraph:appoggio_introductory_text" => array:11 [ …11]
              "entity:paragraph:appoggio_last_refresh" => array:11 [ …11]
              "entity:paragraph:appoggio_other" => array:11 [ …11]
              "entity:paragraph:appoggio_parameters_bundle_outpu" => array:11 [ …11]
              "entity:paragraph:appoggio_query_arguments" => array:11 [ …11]
              "entity:paragraph:appoggio_session_row_type" => array:11 [ …11]
              "entity:paragraph:appoggio_title" => array:11 [ …11]
              "entity:paragraph:block_card" => array:11 [ …11]
              "entity:paragraph:card" => array:11 [ …11]
              "entity:paragraph:committee_session_row_files" => array:11 [ …11]
              "entity:paragraph:dataset_parameters_bundle" => array:11 [ …11]
              "entity:paragraph:multilanguage_video" => array:11 [ …11]
              "entity:paragraph:new_row" => array:11 [ …11]
              "entity:paragraph:para_cta" => array:11 [ …11]
              "entity:paragraph:para_links" => array:11 [ …11]
              "entity:paragraph:session_row" => array:11 [ …11]
              "entity:paragraphs_type" => array:12 [ …12]
              "entity:date_format" => array:12 [ …12]
              "entity:entity_form_display" => array:12 [ …12]
              "entity:entity_view_display" => array:12 [ …12]
              "entity:entity_form_mode" => array:12 [ …12]
              "entity:entity_view_mode" => array:12 [ …12]
              "entity:base_field_override" => array:12 [ …12]
              "entity_reference" => array:8 [ …8]
              "field_item:bibcite_contributor" => array:13 [ …13]
              "field_item:block_field" => array:13 [ …13]
              "field_item:comment" => array:14 [ …14]
              "field_item:computed_decimal" => array:14 [ …14]
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      "bibcite_remote_db_name" => Drupal\Core\Field\BaseFieldDefinition {#2700}
      "bibcite_remote_db_provider" => Drupal\Core\Field\BaseFieldDefinition {#2703}
      "bibcite_label" => Drupal\Core\Field\BaseFieldDefinition {#2706}
      "bibcite_access_date" => Drupal\Core\Field\BaseFieldDefinition {#2709}
      "bibcite_refereed" => Drupal\Core\Field\BaseFieldDefinition {#2712}
      "bibcite_pmid" => Drupal\Core\Field\BaseFieldDefinition {#2715}
      "created" => Drupal\Core\Field\BaseFieldDefinition {#2718}
      "changed" => Drupal\Core\Field\BaseFieldDefinition {#2722}
      "revision_default" => Drupal\Core\Field\BaseFieldDefinition {#2726}
      "moderation_state" => Drupal\Core\Field\BaseFieldDefinition {#2744}
      "metatag" => Drupal\Core\Field\BaseFieldDefinition {#2736}
      "path" => Drupal\Core\Field\BaseFieldDefinition {#2740}
      "field_body" => Drupal\field\Entity\FieldConfig {#2748}
      "field_cover_media" => Drupal\field\Entity\FieldConfig {#2749}
      "field_ecmwf_image" => Drupal\field\Entity\FieldConfig {#2750}
      "field_exclude_from_search" => Drupal\field\Entity\FieldConfig {#2751}
      "field_media_publication_file" => Drupal\field\Entity\FieldConfig {#2752}
      "field_mint_doi" => Drupal\field\Entity\FieldConfig {#2753}
      "field_publication_file" => Drupal\field\Entity\FieldConfig {#2754}
      "field_real_date" => Drupal\field\Entity\FieldConfig {#2755}
      "field_web_version" => Drupal\field\Entity\FieldConfig {#2756}
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        #name: "English"
        #id: "en"
        #direction: "ltr"
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      }
      "und" => Drupal\Core\Language\Language {#1705
        #name: "Not specified"
        #id: "und"
        #direction: "ltr"
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      "zxx" => Drupal\Core\Language\Language {#77
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        #id: "zxx"
        #direction: "ltr"
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        "status" => 1
        "entity" => Drupal\bibcite_entity\Entity\Reference {#2390}
      ]
    ]
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    #enforceRevisionTranslationAffected: []
    #isSyncing: false
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  "#formatter" => "bibcite_contributor_label"
  "#is_multiple" => true
  "#third_party_settings" => []
  0 => array:5 [
    "#type" => "link"
    "#title" => "P. Gauthier"
    "#url" => Drupal\Core\Url {#3308
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      #urlAssembler: null
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      #routeName: "entity.bibcite_contributor.canonical"
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      #options: array:3 [
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        "entity" => Drupal\bibcite_entity\Entity\Contributor {#3180
          #entityTypeId: "bibcite_contributor"
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          #typedData: Drupal\Core\Entity\Plugin\DataType\EntityAdapter {#3138 …8}
          #cacheContexts: []
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          #_entityStorages: []
          #values: array:13 [ …13]
          #fields: array:8 [ …8]
          #fieldDefinitions: array:15 [ …15]
          #languages: array:3 [ …3]
          #langcodeKey: "langcode"
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          #defaultLangcode: "en"
          #translations: array:1 [ …1]
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          #entityKeys: array:5 [ …5]
          #translatableEntityKeys: array:1 [ …1]
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          #revisionTranslationAffectedKey: "revision_translation_affected"
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          #isSyncing: false
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        "language" => Drupal\Core\Language\Language {#1703}
      ]
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      #uri: null
      #internalPath: null
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      #_entityStorages: []
    }
    "#options" => array:3 [
      "entity_type" => "bibcite_contributor"
      "entity" => Drupal\bibcite_entity\Entity\Contributor {#3180}
      "language" => Drupal\Core\Language\Language {#1703}
    ]
    "#cache" => array:3 [
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        0 => "bibcite_contributor:42051"
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  1 => array:5 [
    "#type" => "link"
    "#title" => "P. Courtier"
    "#url" => Drupal\Core\Url {#3321
      #urlGenerator: null
      #urlAssembler: null
      #accessManager: null
      #routeName: "entity.bibcite_contributor.canonical"
      #routeParameters: array:1 [
        "bibcite_contributor" => "41004"
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      #options: array:3 [
        "entity_type" => "bibcite_contributor"
        "entity" => Drupal\bibcite_entity\Entity\Contributor {#3179
          #entityTypeId: "bibcite_contributor"
          #enforceIsNew: null
          #typedData: Drupal\Core\Entity\Plugin\DataType\EntityAdapter {#3181 …8}
          #cacheContexts: []
          #cacheTags: []
          #cacheMaxAge: -1
          #_serviceIds: []
          #_entityStorages: []
          #values: array:13 [ …13]
          #fields: array:8 [ …8]
          #fieldDefinitions: array:15 [ …15]
          #languages: array:3 [ …3]
          #langcodeKey: "langcode"
          #defaultLangcodeKey: "default_langcode"
          #activeLangcode: "x-default"
          #defaultLangcode: "en"
          #translations: array:1 [ …1]
          #translationInitialize: false
          #newRevision: false
          #isDefaultRevision: true
          #entityKeys: array:5 [ …5]
          #translatableEntityKeys: array:1 [ …1]
          #validated: false
          #validationRequired: false
          #loadedRevisionId: null
          #revisionTranslationAffectedKey: "revision_translation_affected"
          #enforceRevisionTranslationAffected: []
          #isSyncing: false
        }
        "language" => Drupal\Core\Language\Language {#1703}
      ]
      #external: false
      #unrouted: false
      #uri: null
      #internalPath: null
      #_serviceIds: []
      #_entityStorages: []
    }
    "#options" => array:3 [
      "entity_type" => "bibcite_contributor"
      "entity" => Drupal\bibcite_entity\Entity\Contributor {#3179}
      "language" => Drupal\Core\Language\Language {#1703}
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    "#cache" => array:3 [
      "tags" => array:1 [
        0 => "bibcite_contributor:41004"
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      "contexts" => array:1 [
        0 => "user.permissions"
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      "max-age" => -1
    ]
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  "#cache" => array:3 [
    "contexts" => []
    "tags" => []
    "max-age" => -1
  ]
  "#weight" => 5
]