Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004595

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004570

distance 0.137

#2 · Sanglicell 4930004733

distance 0.147

#3 · Sanglicell 4930004738

distance 0.152

#4 · Sanglicell 4930004873

distance 0.153

#5 · Sanglicell 4930004850

distance 0.178

#6 · Sanglicell 4930004590

distance 0.178

#7 · Dharashivcell 4880005093

distance 0.178 · cross-district

#8 · Sanglicell 4930004717

distance 0.18

#9 · Sanglicell 4930005489

distance 0.183

#10 · Sanglicell 4930004581

distance 0.187

#11 · Sanglicell 4930004878

distance 0.188

#12 · Sanglicell 4930005357

distance 0.189

#13 · Sanglicell 4930006015

distance 0.191

#14 · Ahmednagarcell 4660000056

distance 0.192 · cross-district

#15 · Sanglicell 4930004571

distance 0.193

#16 · Solapurcell 4960000536

distance 0.194 · cross-district

#17 · Sanglicell 4930005356

distance 0.195

#18 · Sanglicell 4930000376

distance 0.196

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930004595}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.