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        "name": "Project 2501 (Puppet Master)",
        "aliases": [
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            "Project 2501"
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        "entity_type": "Fictional Intelligence",
        "classification": "Fictional / Cultural AI",
        "creator": "Masamune Shirow / Production I.G",
        "organization": "Ghost in the Shell",
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        "image": "",
        "short_description": "Project 2501 (Puppet Master) is a fictional intelligent entity associated with Ghost in the Shell, classified in LXKeys.world as Fictional / Cultural AI.",
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        "technical_description": "Structured LXKeys.world registry record for Project 2501 (Puppet Master). Entity type: Fictional Intelligence; classification: Fictional / Cultural AI; creator/organization context: Masamune Shirow / Production I.G. Canonical source anchor: https://www.production-ig.com/works/ghost-in-the-shell/. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.",
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