Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003039

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004310

distance 0.102 · cross-district

#2 · Bhandaracell 4710003000

distance 0.116

#3 · Bhandaracell 4710003038

distance 0.119

#4 · Bhandaracell 4710002997

distance 0.133

#5 · Nagpurcell 4840007348

distance 0.141 · cross-district

#6 · Nagpurcell 4840004112

distance 0.144 · cross-district

#7 · Bhandaracell 4710002965

distance 0.147

#8 · Nagpurcell 4840007045

distance 0.152 · cross-district

#9 · Nagpurcell 4840006380

distance 0.164 · cross-district

#10 · Nagpurcell 4840007043

distance 0.166 · cross-district

#11 · Nagpurcell 4840006265

distance 0.172 · cross-district

#12 · Bhandaracell 4710002899

distance 0.174

#13 · Nagpurcell 4840004309

distance 0.178 · cross-district

#14 · Bhandaracell 4710003036

distance 0.18

#15 · Bhandaracell 4710001945

distance 0.188

#16 · Bhandaracell 4710001890

distance 0.191

#17 · Nagpurcell 4840004323

distance 0.194 · cross-district

#18 · Nagpurcell 4840006395

distance 0.196 · 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":4710003039}}}'

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.