{"id":2203,"date":"2026-07-23T17:37:00","date_gmt":"2026-07-23T09:37:00","guid":{"rendered":"https:\/\/durianjournal.com\/my\/?p=2203"},"modified":"2026-08-17T12:17:19","modified_gmt":"2026-08-17T04:17:19","slug":"how-agro-corporates-use-chatgpt-to-write-yield-reports","status":"publish","type":"post","link":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/","title":{"rendered":"How Agro Corporates Use ChatGPT to Write Yield Reports"},"content":{"rendered":"<style>@import url('https:\/\/fonts.googleapis.com\/css2?family=Merriweather:ital,wght@0,100..900;1,100..700;1,100..900&family=Montserrat:ital,wght@0,100..900;1,100..900&family=Roboto:ital,wght@0,100..900;1,100..900&family=Rubik:ital,wght@0,100..900;1,100..900&display=auto');.wp-premium-body { font-family: 'Rubik', 'Roboto', sans-serif; color: #333333; line-height: 1.75; font-size: 16px; margin: 0 auto; }.wp-premium-callout { font-family: 'Merriweather', serif; background-color: #f4f7f6; border-left: 4px solid #00a88f; padding: 22px; margin: 25px 0; border-radius: 0 8px 8px 0; }.wp-premium-cta-box { background: linear-gradient(135deg, #111111 0%, #2c3e50 100%); color: #ffffff; padding: 40px; text-align: center; border-radius: 12px; margin: 40px 0; }.wp-premium-btn { display: inline-block; background-color: #00a88f; color: #ffffff !important; padding: 14px 35px; text-decoration: none !important; font-weight: bold; border-radius: 5px; margin-top: 15px; }<\/style>\n<div class='wp-premium-body'>\n<div class='wp-premium-callout'><strong>Quick Summary:<\/strong><\/p>\n<p>Agro corporates streamline yield report creation by integrating ChatGPT with farm data systems, using structured prompts to generate accurate, narrative-rich documents that save analysts hours per week.<\/p>\n<\/div>\n<h2>Step 1: Aggregate Raw Yield Data Sources<\/h2>\n<p>Agro firms pull yield data from multiple sources: combine harvesters with GPS, satellite imagery, soil moisture sensors, and on-field weighbridge tickets. ChatGPT cannot access live databases natively, so corporates first centralize this data into a CSV or spreadsheet format. Common platforms like John Deere Operations Center or Climate FieldView export yield maps as flat files. Data cleaning involves removing outliers (e.g., irrigation errors) and normalizing units (bushels per acre vs. metric tons per hectare). A clean, structured dataset is the prerequisite for any ChatGPT assisted report.<\/p>\n<h2>Step 2: Craft Seed Prompt Templates<\/h2>\n<p>Corporates develop reusable prompt templates that instruct ChatGPT to produce specific yield narratives. A typical prompt includes: field name, crop type, date range, average yield, moisture percentage, and comparison to prior year. Example: \u201cWrite a 300\u2011word yield report for Field 12B (corn, 2024). Average yield 198 bu\/ac; moisture 14.2%; 5% above 3\u2011year baseline. Include weather impact and recommendations.\u201d Organizations like Corteva Agriscience use internal prompt libraries to enforce consistent terminology and regulatory disclosures. The prompt must explicitly forbid hallucinated numbers.<\/p>\n<h2>Step 3: Generate Report Draft Autonomously<\/h2>\n<p>With the prompt and data loaded, ChatGPT (GPT\u20114 or custom fine\u2011tuned model) generates a draft yield report. Agro corporates run this through API endpoints rather than the web chat interface to maintain data privacy. The output includes sections: executive summary, field performance table, anomaly highlights (e.g., low\u2011yield zones caused by drought), and agronomic insights. For example, a large Brazilian soy cooperative produces 200+ drafts per harvest season, cutting report creation time from 45 minutes to 8 minutes per field. The model also suggests follow\u2011up actions like variable\u2011rate fertilizer adjustments.<\/p>\n<h2>Step 4: Validate Figures Against Ground Truth<\/h2>\n<p>Every automated report undergoes human verification. Agronomists spot\u2011check ChatGPT\u2019s numbers against weighbridge tickets and satellite NDVI maps. A common safeguard is to pre\u2011load yield thresholds: if the model outputs a value outside \u00b13% of the actuals, the draft is flagged for manual override. Companies like Syngenta employ a two\u2011step validation: first an auto\u2011comparison script, then agronomist sign\u2011off. This step ensures compliance with grain exchange standards and prevents liability from misstated yields in shareholder communications.<\/p>\n<h2>Step 5: Customize Output for Audience Format<\/h2>\n<p>Yield reports serve different stakeholders: board members prefer one\u2011page summaries; field managers need granular tables; investors want trend analysis. ChatGPT\u2019s output is easily reformatted using prompt variations. For instance, a C\u2011suit prompt yields bullet points and KPI highlights, while an agronomist prompt adds soil sample correlations. Many corporates embed ChatGPT into Microsoft Word or Google Docs via add\u2011ins, enabling real\u2011time style adjustments. The final documents often feed into larger ESG or sustainability reports required by lenders like Rabobank.<\/p>\n<h2>Step 6: Archive and Feed Back Into Model<\/h2>\n<p>Completed yield reports are archived in a knowledge base\u2014often a vector database\u2014that ChatGPT can reference for future seasons. Agro corporates conduct quarterly reviews of model outputs, flagging patterns where the AI misinterprets local terminology (e.g., \u201crainfed\u201d vs. \u201cirrigated\u201d yields). Fine\u2011tuning on proprietary historical reports improves accuracy. For example, a large Australian grain exporter reduced yield report editing time by 70% after six months of iterative feedback. This closed loop turns ChatGPT into a continuously improving corporate asset.<\/p>\n<div style='overflow-x: auto; margin: 30px 0;'>\n<table class='wp-premium-table'>\n<thead>\n<tr>\n<th>Step<\/th>\n<th>Action<\/th>\n<th>Key Tools \/ Methods<\/th>\n<th>Typical Time Saved per Report<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1<\/td>\n<td>Aggregate raw yield data<\/td>\n<td>FieldView, CSV export, outlier removal<\/td>\n<td>N\/A (data prep remains manual)<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td>Craft seed prompt templates<\/td>\n<td>API prompt library, regulatory disclosure<\/td>\n<td>2 hours initial setup, zero per report<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>Generate report draft autonomously<\/td>\n<td>GPT\u20114 API, custom model<\/td>\n<td>37 minutes saved (45\u21928 min)<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>Validate figures against ground truth<\/td>\n<td>Auto\u2011comparison script, agronomist sign\u2011off<\/td>\n<td>5 minutes per report<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>Customize output for audience format<\/td>\n<td>Word\/Google add\u2011ins, prompt variations<\/td>\n<td>10 minutes per report<\/td>\n<\/tr>\n<tr>\n<td>6<\/td>\n<td>Archive and feed back into model<\/td>\n<td>Vector database, quarterly fine\u2011tuning<\/td>\n<td>Long\u2011term accuracy boost<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class='wp-premium-cta-box'>\n<h3>Ready to Accelerate Your Digital Growth Strategy?<\/h3>\n<p>Partner with an industry-leading digital agency to upscale your infrastructure today.<\/p>\n<p><a href='https:\/\/www.justsimple.com.my\/' class='wp-premium-btn'>Get Started for Free Today<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Quick Summary: Agro corporates streamline yield report creation by integrating ChatGPT with farm data systems, using structured prompts to generate accurate, narrative-rich documents that save analysts hours per week. Step 1: Aggregate Raw Yield Data Sources Agro firms pull yield data from multiple sources: combine harvesters with GPS, satellite imagery, soil moisture sensors, and on-field [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":2507,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15],"tags":[],"ppma_author":[34],"class_list":["post-2203","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-lifestyle-culture"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How Agro Corporates Use ChatGPT to Write Yield Reports - Durian Journal Malaysia<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Agro Corporates Use ChatGPT to Write Yield Reports - Durian Journal Malaysia\" \/>\n<meta property=\"og:description\" content=\"Quick Summary: Agro corporates streamline yield report creation by integrating ChatGPT with farm data systems, using structured prompts to generate accurate, narrative-rich documents that save analysts hours per week. Step 1: Aggregate Raw Yield Data Sources Agro firms pull yield data from multiple sources: combine harvesters with GPS, satellite imagery, soil moisture sensors, and on-field [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/\" \/>\n<meta property=\"og:site_name\" content=\"Durian Journal Malaysia\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-23T09:37:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-17T04:17:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/durianjournal.com\/my\/wp-content\/uploads\/2026\/07\/how-agro-corporates-use-chatgpt-to-write-yield-reports-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"becky fung\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"becky fung\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/\"},\"author\":{\"name\":\"becky fung\",\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/#\\\/schema\\\/person\\\/44f8171ce1f4b566a0431b0e9f980baf\"},\"headline\":\"How Agro Corporates Use ChatGPT to Write Yield Reports\",\"datePublished\":\"2026-07-23T09:37:00+00:00\",\"dateModified\":\"2026-08-17T04:17:19+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/\"},\"wordCount\":687,\"publisher\":{\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports-1.webp\",\"articleSection\":[\"Lifestyle &amp; Culture\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/\",\"url\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/\",\"name\":\"How Agro Corporates Use ChatGPT to Write Yield Reports - Durian Journal Malaysia\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports-1.webp\",\"datePublished\":\"2026-07-23T09:37:00+00:00\",\"dateModified\":\"2026-08-17T04:17:19+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/#primaryimage\",\"url\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports-1.webp\",\"contentUrl\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports-1.webp\",\"width\":1920,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/how-agro-corporates-use-chatgpt-to-write-yield-reports\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How Agro Corporates Use ChatGPT to Write Yield Reports\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/#website\",\"url\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/\",\"name\":\"Durian Journal\",\"description\":\"Malaysia\u2019s Freshest News, Trends &amp; Insights\",\"publisher\":{\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/#organization\"},\"alternateName\":\"Malaysia Top Recommendation\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/#organization\",\"name\":\"Durian Journal Article\",\"url\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/durian-journal-malaysia-blog.png\",\"contentUrl\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/durian-journal-malaysia-blog.png\",\"width\":578,\"height\":196,\"caption\":\"Durian Journal Article\"},\"image\":{\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/#\\\/schema\\\/person\\\/44f8171ce1f4b566a0431b0e9f980baf\",\"name\":\"becky fung\",\"url\":\"https:\\\/\\\/durianjournal.com\\\/my\\\/author\\\/beckyfung\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How Agro Corporates Use ChatGPT to Write Yield Reports - Durian Journal Malaysia","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/","og_locale":"en_US","og_type":"article","og_title":"How Agro Corporates Use ChatGPT to Write Yield Reports - Durian Journal Malaysia","og_description":"Quick Summary: Agro corporates streamline yield report creation by integrating ChatGPT with farm data systems, using structured prompts to generate accurate, narrative-rich documents that save analysts hours per week. Step 1: Aggregate Raw Yield Data Sources Agro firms pull yield data from multiple sources: combine harvesters with GPS, satellite imagery, soil moisture sensors, and on-field [&hellip;]","og_url":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/","og_site_name":"Durian Journal Malaysia","article_published_time":"2026-07-23T09:37:00+00:00","article_modified_time":"2026-08-17T04:17:19+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/durianjournal.com\/my\/wp-content\/uploads\/2026\/07\/how-agro-corporates-use-chatgpt-to-write-yield-reports-1.webp","type":"image\/webp"}],"author":"becky fung","twitter_card":"summary_large_image","twitter_misc":{"Written by":"becky fung","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/#article","isPartOf":{"@id":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/"},"author":{"name":"becky fung","@id":"https:\/\/durianjournal.com\/my\/#\/schema\/person\/44f8171ce1f4b566a0431b0e9f980baf"},"headline":"How Agro Corporates Use ChatGPT to Write Yield Reports","datePublished":"2026-07-23T09:37:00+00:00","dateModified":"2026-08-17T04:17:19+00:00","mainEntityOfPage":{"@id":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/"},"wordCount":687,"publisher":{"@id":"https:\/\/durianjournal.com\/my\/#organization"},"image":{"@id":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/#primaryimage"},"thumbnailUrl":"https:\/\/durianjournal.com\/my\/wp-content\/uploads\/2026\/07\/how-agro-corporates-use-chatgpt-to-write-yield-reports-1.webp","articleSection":["Lifestyle &amp; Culture"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/","url":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/","name":"How Agro Corporates Use ChatGPT to Write Yield Reports - Durian Journal Malaysia","isPartOf":{"@id":"https:\/\/durianjournal.com\/my\/#website"},"primaryImageOfPage":{"@id":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/#primaryimage"},"image":{"@id":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/#primaryimage"},"thumbnailUrl":"https:\/\/durianjournal.com\/my\/wp-content\/uploads\/2026\/07\/how-agro-corporates-use-chatgpt-to-write-yield-reports-1.webp","datePublished":"2026-07-23T09:37:00+00:00","dateModified":"2026-08-17T04:17:19+00:00","breadcrumb":{"@id":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/#primaryimage","url":"https:\/\/durianjournal.com\/my\/wp-content\/uploads\/2026\/07\/how-agro-corporates-use-chatgpt-to-write-yield-reports-1.webp","contentUrl":"https:\/\/durianjournal.com\/my\/wp-content\/uploads\/2026\/07\/how-agro-corporates-use-chatgpt-to-write-yield-reports-1.webp","width":1920,"height":1080},{"@type":"BreadcrumbList","@id":"https:\/\/durianjournal.com\/my\/how-agro-corporates-use-chatgpt-to-write-yield-reports\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/durianjournal.com\/my\/"},{"@type":"ListItem","position":2,"name":"How Agro Corporates Use ChatGPT to Write Yield Reports"}]},{"@type":"WebSite","@id":"https:\/\/durianjournal.com\/my\/#website","url":"https:\/\/durianjournal.com\/my\/","name":"Durian Journal","description":"Malaysia\u2019s Freshest News, Trends &amp; Insights","publisher":{"@id":"https:\/\/durianjournal.com\/my\/#organization"},"alternateName":"Malaysia Top Recommendation","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/durianjournal.com\/my\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/durianjournal.com\/my\/#organization","name":"Durian Journal Article","url":"https:\/\/durianjournal.com\/my\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/durianjournal.com\/my\/#\/schema\/logo\/image\/","url":"https:\/\/durianjournal.com\/my\/wp-content\/uploads\/2025\/03\/durian-journal-malaysia-blog.png","contentUrl":"https:\/\/durianjournal.com\/my\/wp-content\/uploads\/2025\/03\/durian-journal-malaysia-blog.png","width":578,"height":196,"caption":"Durian Journal Article"},"image":{"@id":"https:\/\/durianjournal.com\/my\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/durianjournal.com\/my\/#\/schema\/person\/44f8171ce1f4b566a0431b0e9f980baf","name":"becky fung","url":"https:\/\/durianjournal.com\/my\/author\/beckyfung\/"}]}},"authors":[{"term_id":34,"user_id":5,"is_guest":0,"slug":"beckyfung","display_name":"becky fung","avatar_url":"https:\/\/durianjournal.com\/my\/wp-content\/uploads\/2025\/03\/beckyfung-HK.png","0":null,"1":"","2":"","3":"","4":"","5":"","6":"","7":"","8":""}],"_links":{"self":[{"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/posts\/2203","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/comments?post=2203"}],"version-history":[{"count":2,"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/posts\/2203\/revisions"}],"predecessor-version":[{"id":2502,"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/posts\/2203\/revisions\/2502"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/media\/2507"}],"wp:attachment":[{"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/media?parent=2203"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/categories?post=2203"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/tags?post=2203"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/durianjournal.com\/my\/wp-json\/wp\/v2\/ppma_author?post=2203"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}