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Apache Beam

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A green key on the record, left, is one Decision Insights added. It doesn't exist on the company's site or in a wire feed. The same key labels its row on the right, so you can match them directly. More on how DI enriches a record.

The record

This is what the machine sees: the exact JSON-LD an agent receives for this listing.

WebSite 
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    "@id": "https://decisioninsights.ai/#organization"
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  "url": "https://decisioninsights.ai"
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Organization 
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  "@type": "Organization",
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    "contactType": "customer support",
    "email": "[email protected]"
  },
  "description": "Decision Insights is a Registry of technology companies, open source projects, and industry terms, built for people and for AI agents that need sourced, structured information.",
  "logo": {
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    "url": "https://wiretap-cdn-assets.nyc3.cdn.digitaloceanspaces.com/decision-insights/[email protected]"
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  "name": "Decision Insights",
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    "name": "Wiretap Labs",
    "sameAs": [
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      "https://www.crunchbase.com/organization/wiretap-labs"
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    "url": "https://wiretaplabs.com"
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  "publishingPrinciples": "https://decisioninsights.ai/standards/",
  "sameAs": [
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  "url": "https://decisioninsights.ai"
}
BreadcrumbList 
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      "item": "https://decisioninsights.ai",
      "name": "Decision Insights",
      "position": 1
    },
    {
      "@type": "ListItem",
      "item": "https://decisioninsights.ai/registry/",
      "name": "Registry",
      "position": 2
    },
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      "item": "https://decisioninsights.ai/projects/",
      "name": "Projects",
      "position": 3
    },
    {
      "@type": "ListItem",
      "item": "https://decisioninsights.ai/registry/apache-software-foundation/",
      "name": "The Apache Software Foundation",
      "position": 4
    },
    {
      "@type": "ListItem",
      "item": "https://decisioninsights.ai/projects/apache-beam/",
      "name": "Apache Beam",
      "position": 5
    }
  ]
}
SoftwareSourceCode 
{
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  "@id": "https://decisioninsights.ai/projects/apache-beam/#project",
  "@type": "SoftwareSourceCode",
  "additionalProperty": [
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      "@type": "PropertyValue",
      "name": "Related projects",
      "propertyID": "https://decisioninsights.ai/ns#relatedProjects",
      "value": [
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          "@type": "SoftwareSourceCode",
          "mainEntityOfPage": "https://decisioninsights.ai/projects/apache-apex/",
          "name": "Apache Apex"
        },
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          "@type": "SoftwareSourceCode",
          "mainEntityOfPage": "https://decisioninsights.ai/projects/apache-streampipes/",
          "name": "Apache Streampipes"
        },
        {
          "@id": "https://decisioninsights.ai/projects/apache-beehive/#project",
          "@type": "SoftwareSourceCode",
          "mainEntityOfPage": "https://decisioninsights.ai/projects/apache-beehive/",
          "name": "Apache Beehive"
        },
        {
          "@id": "https://decisioninsights.ai/projects/apache-buildstream/#project",
          "@type": "SoftwareSourceCode",
          "mainEntityOfPage": "https://decisioninsights.ai/projects/apache-buildstream/",
          "name": "Apache Buildstream"
        },
        {
          "@id": "https://decisioninsights.ai/projects/apache-spark/#project",
          "@type": "SoftwareSourceCode",
          "mainEntityOfPage": "https://decisioninsights.ai/projects/apache-spark/",
          "name": "Apache Spark"
        },
        {
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          "@type": "SoftwareSourceCode",
          "mainEntityOfPage": "https://decisioninsights.ai/projects/apache-pig/",
          "name": "Apache Pig"
        },
        {
          "@id": "https://decisioninsights.ai/projects/apache-hop/#project",
          "@type": "SoftwareSourceCode",
          "mainEntityOfPage": "https://decisioninsights.ai/projects/apache-hop/",
          "name": "Apache Hop"
        },
        {
          "@id": "https://decisioninsights.ai/projects/apache-hadoop/#project",
          "@type": "SoftwareSourceCode",
          "mainEntityOfPage": "https://decisioninsights.ai/projects/apache-hadoop/",
          "name": "Apache Hadoop"
        }
      ]
    },
    {
      "@type": "PropertyValue",
      "name": "Related organizations",
      "propertyID": "https://decisioninsights.ai/ns#relatedOrganizations",
      "value": [
        {
          "@id": "https://decisioninsights.ai/registry/great-expectations/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/great-expectations/",
          "name": "Great Expectations"
        },
        {
          "@id": "https://decisioninsights.ai/registry/databricks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/databricks/",
          "name": "Databricks"
        },
        {
          "@id": "https://decisioninsights.ai/registry/polars-data/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/polars-data/",
          "name": "polars data"
        },
        {
          "@id": "https://decisioninsights.ai/registry/dagster/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/dagster/",
          "name": "Dagster"
        },
        {
          "@id": "https://decisioninsights.ai/registry/prefect/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/prefect/",
          "name": "Prefect Technologies, Inc."
        },
        {
          "@id": "https://decisioninsights.ai/registry/postgresql/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/postgresql/",
          "name": "PostgreSQL"
        },
        {
          "@id": "https://decisioninsights.ai/registry/cloudera/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/cloudera/",
          "name": "Cloudera"
        },
        {
          "@id": "https://decisioninsights.ai/registry/duckdb/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/duckdb/",
          "name": "DuckDB"
        }
      ]
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  ],
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    "@type": "Organization",
    "mainEntityOfPage": "https://decisioninsights.ai/registry/apache-software-foundation/",
    "name": "The Apache Software Foundation"
  },
  "dateModified": "2026-08-27T03:10:31Z",
  "description": "Apache Beam is an open-source unified programming model for batch and streaming data pipelines across multiple execution engines.",
  "keywords": [
    "Open Source",
    "Extract, Load, Transform",
    "Extract, Transform, Load",
    "IT Governance",
    "on-premises",
    "Open Source",
    "Python",
    "Software"
  ],
  "knowsAbout": [
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      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/cybersecurity/",
      "name": "Cybersecurity"
    },
    {
      "@id": "https://decisioninsights.ai/term/data-center/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/data-center/",
      "name": "Data Center"
    },
    {
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      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/sd-storage/",
      "name": "Storage"
    },
    {
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      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/extract-load-transform-elt/",
      "name": "Extract, Load, Transform"
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      "mainEntityOfPage": "https://decisioninsights.ai/term/extract-transform-load-etl/",
      "name": "Extract, Transform, Load"
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    {
      "@id": "https://decisioninsights.ai/term/it-governance/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/it-governance/",
      "name": "IT Governance"
    },
    {
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      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/on-premises-on-prem/",
      "name": "on-premises"
    },
    {
      "@id": "https://decisioninsights.ai/term/open-source/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/open-source/",
      "name": "Open Source"
    },
    {
      "@id": "https://decisioninsights.ai/term/python/#definedterm",
      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/python/",
      "name": "Python"
    },
    {
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      "@type": "DefinedTerm",
      "mainEntityOfPage": "https://decisioninsights.ai/term/software/",
      "name": "Software"
    }
  ],
  "mainEntityOfPage": "https://decisioninsights.ai/projects/apache-beam/",
  "maintainer": {
    "@id": "https://decisioninsights.ai/registry/apache-software-foundation/#organization",
    "@type": "Organization",
    "mainEntityOfPage": "https://decisioninsights.ai/registry/apache-software-foundation/",
    "name": "The Apache Software Foundation"
  },
  "name": "Apache Beam",
  "publisher": {
    "@id": "https://decisioninsights.ai/registry/apache-software-foundation/#organization",
    "@type": "Organization",
    "mainEntityOfPage": "https://decisioninsights.ai/registry/apache-software-foundation/",
    "name": "The Apache Software Foundation"
  },
  "url": "https://beam.apache.org"
}
What we add

Topic graph

A wire service tags a release with a category, once. It doesn't maintain a durable graph over time. We connect them to a topic graph an agent can query.

Cybersecurity https://decisioninsights.ai/term/cybersecurity/ Data Center https://decisioninsights.ai/term/data-center/ Storage https://decisioninsights.ai/term/sd-storage/ and 7 more

Counted facts

A protocol or open source project keeps no vendor list and publishes no figures of its own to check this against. This counts how it actually shows up across the graph -- articles that name it, the organizations named alongside it in those articles, similar projects, and organizations whose topic tags overlap with its own -- computed, not curated.

Related projects Apache Apex, Apache Streampipes, Apache Beehive, Apache Buildstream, Apache Spark, Apache Pig, Apache Hop, Apache Hadoop Related organizations Great Expectations, Databricks, polars data, Dagster, Prefect Technologies, Inc., PostgreSQL, Cloudera, DuckDB