The output is money moving without you acting — a toll deducted as you drive through a gantry, a fare charged as you tap out, a fine issued, a payout released. Often the least visible encounter: you learn about it from a statement afterwards.
Manifestation
The form this system's output takes when it reaches the world — a screen or sign, a price, a notification, a gate opening, a spoken reply. How people meet the output, distinct from the output data itself.
Elements
- An automatic charge or payment
- A chatbot or voice reply
The output arrives as a conversational answer — a chatbot message, a voice assistant's response, an automated phone agent. You encounter the system by talking with it, and it should be clear you are not talking to a person.
- A dynamic price or fee
The output shows up as what something costs — a road toll that rises with congestion, surge pricing for a ride, a parking rate that changes by demand, a personalized offer. You may never see the system itself, only the price it set.
- What you see in an app or feed
The output is the ordering itself — which posts, products, results, or prices appear first, and which you never see. There is no moment of encounter to notice; the system shapes the surface you were already looking at.
- A gate, barrier, or machine
The output is something moving — a turnstile that opens or stays shut, a boom gate, a delivery robot, a door lock. The physical motion is how you encounter the decision; the command that triggers it is the system's output data.
- A mobile notification
The output reaches you on your own device — a push notification, text message, email, or in-app alert. The system finds you rather than waiting for you to look; whether you can turn it off is an Access and Rights question.
- A person acting on it
The output reaches you through a human — an officer who stops you after an alert, a case worker who follows a recommendation, a doctor reading a risk score. You meet a person, but a system shaped what they do; your right to know and contest that still applies.
- A printed ticket or letter
The output arrives on paper — a parking ticket, a queue number, a boarding pass, a decision letter in the mail. The system's work reaches you through a physical document, sometimes days after it ran.
- A screen or sign
The output appears on a display in the place — a variable message sign over a road, a departure board, a kiosk screen, a dashboard readout. You encounter the system by reading what it shows.
- A signal or light change
The output changes what the environment tells you — a traffic light that adapts to flow, street lighting that brightens when people pass, a status light turning red. Subtle enough that most people never realize a system decided it.
- A spoken announcement
The output is played aloud in the place — a public-address announcement, a synthesized voice at a crossing or platform, an audible alarm. Reaches everyone present, including people who never looked at a screen.
Raw JSON
Live API response from GET /schemas/dtpr@2026-09-01-beta/categories (this category) and GET /schemas/dtpr@2026-09-01-beta/elements?category_id=manifestation.
category "manifestation"
{
"id": "manifestation",
"name": [
{
"locale": "en",
"value": "Manifestation"
}
],
"description": [
{
"locale": "en",
"value": "The form this system's output takes when it reaches the world — a screen or sign, a price, a notification, a gate opening, a spoken reply. How people meet the output, distinct from the output data itself."
}
],
"prompt": [
{
"locale": "en",
"value": "How do people encounter what this system produces?"
}
],
"authoring_guidance": [],
"examples": [],
"sources": [],
"required": false,
"order": 11,
"datachain_type": "dtpr",
"shape": "hexagon",
"element_variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
]
}elements in "manifestation" (11)
[
{
"id": "automatic_transaction",
"category_id": "manifestation",
"title": [
{
"locale": "en",
"value": "An automatic charge or payment"
}
],
"description": [
{
"locale": "en",
"value": "The output is money moving without you acting — a toll deducted as you drive through a gantry, a fare charged as you tap out, a fine issued, a payout released. Often the least visible encounter: you learn about it from a statement afterwards."
}
],
"authoring_guidance": [],
"examples": [],
"sources": [],
"symbol_id": "contactless_payment",
"variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
],
"shape": "hexagon",
"icon_variants": [
"default",
"dark"
]
},
{
"id": "chatbot_voice_reply",
"category_id": "manifestation",
"title": [
{
"locale": "en",
"value": "A chatbot or voice reply"
}
],
"description": [
{
"locale": "en",
"value": "The output arrives as a conversational answer — a chatbot message, a voice assistant's response, an automated phone agent. You encounter the system by talking with it, and it should be clear you are not talking to a person."
}
],
"authoring_guidance": [],
"examples": [],
"sources": [
{
"type": "regulation",
"title": "EU AI Act Article 50(1) — people must be informed they are interacting with an AI system",
"url": "https://eur-lex.europa.eu/eli/reg/2024/1689/oj",
"citation": "Regulation (EU) 2024/1689, Article 50(1)."
}
],
"symbol_id": "chatbot",
"variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
],
"shape": "hexagon",
"icon_variants": [
"default",
"dark"
]
},
{
"id": "dynamic_price",
"category_id": "manifestation",
"title": [
{
"locale": "en",
"value": "A dynamic price or fee"
}
],
"description": [
{
"locale": "en",
"value": "The output shows up as what something costs — a road toll that rises with congestion, surge pricing for a ride, a parking rate that changes by demand, a personalized offer. You may never see the system itself, only the price it set."
}
],
"authoring_guidance": [],
"examples": [],
"sources": [],
"symbol_id": "price_tag",
"variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
],
"shape": "hexagon",
"icon_variants": [
"default",
"dark"
]
},
{
"id": "feed_placement",
"category_id": "manifestation",
"title": [
{
"locale": "en",
"value": "What you see in an app or feed"
}
],
"description": [
{
"locale": "en",
"value": "The output is the ordering itself — which posts, products, results, or prices appear first, and which you never see. There is no moment of encounter to notice; the system shapes the surface you were already looking at."
}
],
"authoring_guidance": [],
"examples": [],
"sources": [],
"symbol_id": "feed_placement",
"variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
],
"shape": "hexagon",
"icon_variants": [
"default",
"dark"
]
},
{
"id": "gate_barrier_machine",
"category_id": "manifestation",
"title": [
{
"locale": "en",
"value": "A gate, barrier, or machine"
}
],
"description": [
{
"locale": "en",
"value": "The output is something moving — a turnstile that opens or stays shut, a boom gate, a delivery robot, a door lock. The physical motion is how you encounter the decision; the command that triggers it is the system's output data."
}
],
"authoring_guidance": [],
"examples": [],
"sources": [],
"symbol_id": "boom_barrier",
"variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
],
"shape": "hexagon",
"icon_variants": [
"default",
"dark"
]
},
{
"id": "mobile_notification",
"category_id": "manifestation",
"title": [
{
"locale": "en",
"value": "A mobile notification"
}
],
"description": [
{
"locale": "en",
"value": "The output reaches you on your own device — a push notification, text message, email, or in-app alert. The system finds you rather than waiting for you to look; whether you can turn it off is an Access and Rights question."
}
],
"authoring_guidance": [],
"examples": [],
"sources": [],
"symbol_id": "phone_notification",
"variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
],
"shape": "hexagon",
"icon_variants": [
"default",
"dark"
]
},
{
"id": "person_acting_on_it",
"category_id": "manifestation",
"title": [
{
"locale": "en",
"value": "A person acting on it"
}
],
"description": [
{
"locale": "en",
"value": "The output reaches you through a human — an officer who stops you after an alert, a case worker who follows a recommendation, a doctor reading a risk score. You meet a person, but a system shaped what they do; your right to know and contest that still applies."
}
],
"authoring_guidance": [],
"examples": [],
"sources": [],
"symbol_id": "person_handoff",
"variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
],
"shape": "hexagon",
"icon_variants": [
"default",
"dark"
]
},
{
"id": "printed_output",
"category_id": "manifestation",
"title": [
{
"locale": "en",
"value": "A printed ticket or letter"
}
],
"description": [
{
"locale": "en",
"value": "The output arrives on paper — a parking ticket, a queue number, a boarding pass, a decision letter in the mail. The system's work reaches you through a physical document, sometimes days after it ran."
}
],
"authoring_guidance": [],
"examples": [],
"sources": [],
"symbol_id": "receipt",
"variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
],
"shape": "hexagon",
"icon_variants": [
"default",
"dark"
]
},
{
"id": "screen_or_sign",
"category_id": "manifestation",
"title": [
{
"locale": "en",
"value": "A screen or sign"
}
],
"description": [
{
"locale": "en",
"value": "The output appears on a display in the place — a variable message sign over a road, a departure board, a kiosk screen, a dashboard readout. You encounter the system by reading what it shows."
}
],
"authoring_guidance": [],
"examples": [],
"sources": [],
"symbol_id": "system_screen",
"variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
],
"shape": "hexagon",
"icon_variants": [
"default",
"dark"
]
},
{
"id": "signal_light_change",
"category_id": "manifestation",
"title": [
{
"locale": "en",
"value": "A signal or light change"
}
],
"description": [
{
"locale": "en",
"value": "The output changes what the environment tells you — a traffic light that adapts to flow, street lighting that brightens when people pass, a status light turning red. Subtle enough that most people never realize a system decided it."
}
],
"authoring_guidance": [],
"examples": [],
"sources": [],
"symbol_id": "traffic_signal",
"variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
],
"shape": "hexagon",
"icon_variants": [
"default",
"dark"
]
},
{
"id": "spoken_announcement",
"category_id": "manifestation",
"title": [
{
"locale": "en",
"value": "A spoken announcement"
}
],
"description": [
{
"locale": "en",
"value": "The output is played aloud in the place — a public-address announcement, a synthesized voice at a crossing or platform, an audible alarm. Reaches everyone present, including people who never looked at a screen."
}
],
"authoring_guidance": [],
"examples": [],
"sources": [],
"symbol_id": "loudspeaker",
"variables": [
{
"id": "additional_description",
"label": [
{
"locale": "en",
"value": "Description"
}
],
"required": false,
"kind": "localized_text"
}
],
"shape": "hexagon",
"icon_variants": [
"default",
"dark"
]
}
]