Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003036

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

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002997

distance 0.12

#2 · Bhandaracell 4710003038

distance 0.152

#3 · Nagpurcell 4840006265

distance 0.155 · cross-district

#4 · Nagpurcell 4840002934

distance 0.158 · cross-district

#5 · Bhandaracell 4710002228

distance 0.167

#6 · Nagpurcell 4840007348

distance 0.174 · cross-district

#7 · Nagpurcell 4840004112

distance 0.174 · cross-district

#8 · Bhandaracell 4710003039

distance 0.18

#9 · Nagpurcell 4840006395

distance 0.183 · cross-district

#10 · Bhandaracell 4710003516

distance 0.183

#11 · Bhandaracell 4710003127

distance 0.184

#12 · Nagpurcell 4840004217

distance 0.187 · cross-district

#13 · Nagpurcell 4840004310

distance 0.189 · cross-district

#14 · Nagpurcell 4840007045

distance 0.193 · cross-district

#15 · Bhandaracell 4710002058

distance 0.195

#16 · Bhandaracell 4710002965

distance 0.195

#17 · Nagpurcell 4840004309

distance 0.197 · cross-district

#18 · Nagpurcell 4840007882

distance 0.199 · 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":4710003036}}}'

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.