Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001563

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000709

distance 0.153 · cross-district

#2 · Nagpurcell 4840000965

distance 0.156 · cross-district

#3 · Chandrapurcell 4730007719

distance 0.177 · cross-district

#4 · Gondiacell 4760000926

distance 0.18 · cross-district

#5 · Nagpurcell 4840000772

distance 0.185 · cross-district

#6 · Bhandaracell 4710001960

distance 0.187

#7 · Nagpurcell 4840000661

distance 0.195 · cross-district

#8 · Nagpurcell 4840000885

distance 0.196 · cross-district

#9 · Nagpurcell 4840000665

distance 0.197 · cross-district

#10 · Gondiacell 4760003349

distance 0.199 · cross-district

#11 · Nagpurcell 4840006941

distance 0.2 · cross-district

#12 · Chandrapurcell 4730007621

distance 0.202 · cross-district

#13 · Gondiacell 4760001198

distance 0.206 · cross-district

#14 · Bhandaracell 4710001466

distance 0.21

#15 · Bhandaracell 4710002287

distance 0.211

#16 · Gondiacell 4760003343

distance 0.212 · cross-district

#17 · Nagpurcell 4840006117

distance 0.212 · cross-district

#18 · Bhandaracell 4710001597

distance 0.212

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":4710001563}}}'

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.