BRIEF 1: BASE LAYER — Structured Semantic Map of Zone 312, Bur Dubai
Purpose
Project Name
What you're building
Critical conceptual insight (DO NOT IGNORE)
**Reference example:** Grand Astoria Hotel sits between Al Fahidi Street (north face — electronics + hotel) and 21A Street (south face — Pakistani restaurants). Same building, two different commercial worlds. Pak Liyari Restaurant L.L.C (Br.) is at "BDB Building, 27 21A Street, opposite Astoria Hotel." Ravi Darbar Restaurant is "next door to Astoria hotel, in a small lane." Both invisible to a user looking at the hotel address pin.
Inputs you'll receive
Tech stack
Data model (build these tables)
`buildings`
`building_faces`
`shops`
`parking_zones`
`image_evidence`
Pipeline to build
Step 1: Photo ingestion
Step 2: AI vision pass
Return as JSON. Mark uncertainty explicitly. Do not invent details.
```