Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001937

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002216

distance 0.093

#2 · Bhandaracell 4710001883

distance 0.125

#3 · Bhandaracell 4710002262

distance 0.132

#4 · Bhandaracell 4710002312

distance 0.133

#5 · Bhandaracell 4710002266

distance 0.138

#6 · Bhandaracell 4710002104

distance 0.148

#7 · Bhandaracell 4710001269

distance 0.155

#8 · Bhandaracell 4710002320

distance 0.178

#9 · Bhandaracell 4710001882

distance 0.178

#10 · Bhandaracell 4710001993

distance 0.183

#11 · Bhandaracell 4710001717

distance 0.185

#12 · Gondiacell 4760001099

distance 0.188 · cross-district

#13 · Bhandaracell 4710002267

distance 0.197

#14 · Bhandaracell 4710002314

distance 0.198

#15 · Bhandaracell 4710003512

distance 0.199

#16 · Bhandaracell 4710002313

distance 0.199

#17 · Bhandaracell 4710003392

distance 0.2

#18 · Bhandaracell 4710002166

distance 0.203

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":4710001937}}}'

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.