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Where 4D-ID is used

Named buildings, machines, and cargo in a connected port.
ILLUSTRATION / Named buildings, machines, and cargo in a connected port.

The idea is abstract until you watch it work. Four settings, each a place where systems agree about geometry and disagree about identity, and each fixed by the same primitive: one shared name.

Ports and logistics

A ship, ten thousand containers, one record

Every container is a named child of the ship. When the ship moves, one record is published, not ten thousand, because children never republish when only the parent moved. A crane lift is a re-parent: the container keeps its name as it changes hands. Cranes, carriers, and the yard's twin each hold authority over their own frame; the twin reconciles afterward and never sits in a control loop.

Sail the ship →
Automated driving and drones

A corridor that survives dropout

A vehicle keeps its own map, localization, and navigation stack. Persistent road users and work-zone entities can retain their identities through dropout; crossings and sensor returns remain events or observations linked to those identities.

Robotics and facilities

A building that can be worked

After an upstream grounding process attaches a drone observation to an existing entity, the drone can hand its 4D-ID to a robot. A natural-language repair request resolves to the sprinkler head's identity through the building hierarchy; the robot's own localization and planner determine how to reach it.

Enter the building →
Digital twins and the built environment

Many captures, one identity

Once exterior and interior representations are spatially registered, both can attach to the same persistent building, room, or object identity. Later captures can resolve to that identity when an upstream grounding or correspondence process establishes the match. 4D-ID preserves the relationship and history; it does not perform registration or change detection.

Name a place on the globe →

The common thread

None of these is a new kind of software. Each is the same move: give the things a shared name, and the systems that already exist stop disagreeing about which thing they mean. Identity converts a one-time integration into a durable asset that every system, and every AI, can reason about together.

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