Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002247

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

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002144

distance 0.089

#2 · Gondiacell 4760002799

distance 0.107 · cross-district

#3 · Bhandaracell 4710002453

distance 0.112

#4 · Bhandaracell 4710002198

distance 0.116

#5 · Bhandaracell 4710001644

distance 0.119

#6 · Bhandaracell 4710002141

distance 0.121

#7 · Bhandaracell 4710002404

distance 0.121

#8 · Gondiacell 4760002320

distance 0.133 · cross-district

#9 · Bhandaracell 4710002406

distance 0.135

#10 · Gondiacell 4760002255

distance 0.136 · cross-district

#11 · Bhandaracell 4710001406

distance 0.137

#12 · Bhandaracell 4710002142

distance 0.14

#13 · Bhandaracell 4710001270

distance 0.148

#14 · Bhandaracell 4710002408

distance 0.152

#15 · Gondiacell 4760002468

distance 0.154 · cross-district

#16 · Bhandaracell 4710001405

distance 0.157

#17 · Gondiacell 4760002636

distance 0.157 · cross-district

#18 · Gondiacell 4760002552

distance 0.158 · 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":4710002247}}}'

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.