Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001621

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000808

distance 0.152

#2 · Chandrapurcell 4730002116

distance 0.165

#3 · Chandrapurcell 4730001255

distance 0.184

#4 · Chandrapurcell 4730004116

distance 0.188

#5 · Gondiacell 4760001192

distance 0.192 · cross-district

#6 · Chandrapurcell 4730003438

distance 0.192

#7 · Chandrapurcell 4730001346

distance 0.193

#8 · Gadchirolicell 4750008362

distance 0.199 · cross-district

#9 · Bhandaracell 4710003435

distance 0.199 · cross-district

#10 · Chandrapurcell 4730004025

distance 0.2

#11 · Chandrapurcell 4730003731

distance 0.202

#12 · Chandrapurcell 4730004024

distance 0.203

#13 · Gadchirolicell 4750010050

distance 0.206 · cross-district

#14 · Gadchirolicell 4750008568

distance 0.208 · cross-district

#15 · Gadchirolicell 4750009863

distance 0.21 · cross-district

#16 · Nagpurcell 4840001154

distance 0.21 · cross-district

#17 · Gadchirolicell 4750008580

distance 0.21 · cross-district

#18 · Gadchirolicell 4750007551

distance 0.212 · 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":4730001621}}}'

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.