Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003422

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

0.047

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760004261

distance 0.047 · cross-district

#2 · Gondiacell 4760004082

distance 0.056 · cross-district

#3 · Gondiacell 4760004174

distance 0.085 · cross-district

#4 · Gondiacell 4760004221

distance 0.092 · cross-district

#5 · Gondiacell 4760004220

distance 0.102 · cross-district

#6 · Bhandaracell 4710000994

distance 0.126

#7 · Gondiacell 4760004181

distance 0.128 · cross-district

#8 · Gondiacell 4760003433

distance 0.132 · cross-district

#9 · Gondiacell 4760002870

distance 0.137 · cross-district

#10 · Gondiacell 4760003937

distance 0.138 · cross-district

#11 · Gondiacell 4760004227

distance 0.143 · cross-district

#12 · Gondiacell 4760000982

distance 0.143 · cross-district

#13 · Gondiacell 4760004272

distance 0.148 · cross-district

#14 · Gondiacell 4760003201

distance 0.155 · cross-district

#15 · Gondiacell 4760004271

distance 0.157 · cross-district

#16 · Bhandaracell 4710001863

distance 0.159

#17 · Gondiacell 4760003785

distance 0.164 · cross-district

#18 · Bhandaracell 4710001619

distance 0.165

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":4710003422}}}'

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.