Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009452

The MH-36 locality cells most similar to this Chandrapur 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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000167

distance 0.132 · cross-district

#2 · Bhandaracell 4710000076

distance 0.135 · cross-district

#3 · Gondiacell 4760000176

distance 0.149 · cross-district

#4 · Bhandaracell 4710000042

distance 0.153 · cross-district

#5 · Gondiacell 4760000238

distance 0.169 · cross-district

#6 · Chandrapurcell 4730007453

distance 0.188

#7 · Chandrapurcell 4730007112

distance 0.188

#8 · Gondiacell 4760000328

distance 0.19 · cross-district

#9 · Gondiacell 4760000366

distance 0.19 · cross-district

#10 · Chandrapurcell 4730009451

distance 0.2

#11 · Chandrapurcell 4730007006

distance 0.202

#12 · Gondiacell 4760000016

distance 0.208 · cross-district

#13 · Chandrapurcell 4730007115

distance 0.208

#14 · Chandrapurcell 4730009201

distance 0.21

#15 · Chandrapurcell 4730009262

distance 0.211

#16 · Chandrapurcell 4730009067

distance 0.214

#17 · Chandrapurcell 4730009139

distance 0.214

#18 · Gadchirolicell 4750011925

distance 0.216 · 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":473,"cluster_id":4730009452}}}'

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.