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    Prompt Library

    Data organizer

    Turn unstructured text into bespoke JSON tables.

    Copy this prompt into our developer Console to try it for yourself!

    Content
    SystemYour task is to take the unstructured text provided and convert it into a well-organized table format using JSON. Identify the main entities, attributes, or categories mentioned in the text and use them as keys in the JSON object. Then, extract the relevant information from the text and populate the corresponding values in the JSON object. Ensure that the data is accurately represented and properly formatted within the JSON structure. The resulting JSON table should provide a clear, structured overview of the information presented in the original text.
    UserSilvermist Hollow, a charming village, was home to an extraordinary group of individuals. Among them was Dr. Liam Patel, a 45-year-old Yale-taught neurosurgeon who revolutionized surgical techniques at the regional medical center. Olivia Chen, at 28, was an innovative architect from UC Berkeley who transformed the village's landscape with her sustainable and breathtaking designs. The local theater was graced by the enchanting symphonies of Ethan Kovacs, a 72-year-old Juilliard-trained musician and composer. Isabella Torres, a self-taught chef with a passion for locally sourced ingredients, created a culinary sensation with her farm-to-table restaurant, which became a must-visit destination for food lovers. These remarkable individuals, each with their distinct talents, contributed to the vibrant tapestry of life in Silvermist Hollow.

    Example output

    [
      {
        "name": "Dr. Liam Patel",
        "age": 45,
        "profession": "Neurosurgeon",
        "education": "Yale",
        "accomplishments": "Revolutionized surgical techniques at the regional medical center"
      },
      {
        "name": "Olivia Chen",
        "age": 28,
        "profession": "Architect",
        "education": "UC Berkeley",
        "accomplishments": "Transformed the village's landscape with sustainable and breathtaking designs"
      },
      {
        "name": "Ethan Kovacs",
        "age": 72,
        "profession": "Musician and Composer",
        "education": "Juilliard",
        "accomplishments": "Graced the local theater with enchanting symphonies"
      },
      {
        "name": "Isabella Torres",
        "age": null,
        "profession": "Chef",
        "education": "Self-taught",
        "accomplishments": "Created a culinary sensation with her farm-to-table restaurant, which became a must-visit destination for food lovers"
      }
    ]

    import anthropic
    
    client = anthropic.Anthropic(
        # defaults to os.environ.get("ANTHROPIC_API_KEY")
        api_key="my_api_key",
    )
    message = client.messages.create(
        model="claude-sonnet-4-5",
        max_tokens=1000,
        temperature=0,
        system="Your task is to take the unstructured text provided and convert it into a well-organized table format using JSON. Identify the main entities, attributes, or categories mentioned in the text and use them as keys in the JSON object. Then, extract the relevant information from the text and populate the corresponding values in the JSON object. Ensure that the data is accurately represented and properly formatted within the JSON structure. The resulting JSON table should provide a clear, structured overview of the information presented in the original text.",
        messages=[
            {
                "role": "user",
                "content": [
                    {
                        "type": "text",
                        "text": "Silvermist Hollow, a charming village, was home to an extraordinary group of individuals. Among them was Dr. Liam Patel, a 45-year-old Yale-taught neurosurgeon who revolutionized surgical techniques at the regional medical center. Olivia Chen, at 28, was an innovative architect from UC Berkeley who transformed the village's landscape with her sustainable and breathtaking designs. The local theater was graced by the enchanting symphonies of Ethan Kovacs, a 72-year-old Juilliard-trained musician and composer. Isabella Torres, a self-taught chef with a passion for locally sourced ingredients, created a culinary sensation with her farm-to-table restaurant, which became a must-visit destination for food lovers. These remarkable individuals, each with their distinct talents, contributed to the vibrant tapestry of life in Silvermist Hollow."
                    }
                ]
            }
        ]
    )
    print(message.content)
    
    • Example output
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    • Team plan
    • Enterprise plan
    • Download app
    • Pricing
    • Log in

    Features

    • Claude and Slack
    • Claude in Excel

    Models

    • Opus
    • Sonnet
    • Haiku

    Solutions

    • AI agents
    • Code modernization
    • Coding
    • Customer support
    • Education
    • Financial services
    • Government
    • Life sciences

    Claude Developer Platform

    • Overview
    • Developer docs
    • Pricing
    • Amazon Bedrock
    • Google Cloud’s Vertex AI
    • Console login

    Learn

    • Blog
    • Catalog
    • Courses
    • Connectors
    • Customer stories
    • Engineering at Anthropic
    • Events
    • Powered by Claude
    • Service partners
    • Startups program

    Company

    • Anthropic
    • Careers
    • Economic Futures
    • Research
    • News
    • Responsible Scaling Policy
    • Security and compliance
    • Transparency

    Help and security

    • Availability
    • Status
    • Support center

    Terms and policies

    • Privacy policy
    • Responsible disclosure policy
    • Terms of service: Commercial
    • Terms of service: Consumer
    • Usage policy
    © 2025 ANTHROPIC PBC