Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003475

The MH-36 locality cells most similar to this Bhandara 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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003389

distance 0.149

#2 · Bhandaracell 4710003512

distance 0.186

#3 · Bhandaracell 4710003391

distance 0.19

#4 · Bhandaracell 4710003435

distance 0.191

#5 · Bhandaracell 4710001717

distance 0.191

#6 · Bhandaracell 4710001319

distance 0.194

#7 · Bhandaracell 4710003543

distance 0.197

#8 · Bhandaracell 4710003477

distance 0.198

#9 · Bhandaracell 4710003515

distance 0.204

#10 · Nagpurcell 4840007833

distance 0.204 · cross-district

#11 · Bhandaracell 4710003548

distance 0.207

#12 · Bhandaracell 4710003524

distance 0.21

#13 · Nagpurcell 4840007891

distance 0.212 · cross-district

#14 · Bhandaracell 4710001618

distance 0.216

#15 · Gondiacell 4760001235

distance 0.216 · cross-district

#16 · Gondiacell 4760001195

distance 0.216 · cross-district

#17 · Gondiacell 4760001278

distance 0.219 · cross-district

#18 · Gondiacell 4760001099

distance 0.219 · cross-district

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":471,"cluster_id":4710003475}}}'

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.