Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007916

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008436

distance 0.14

#2 · Chandrapurcell 4730008683

distance 0.158

#3 · Chandrapurcell 4730008687

distance 0.165

#4 · Chandrapurcell 4730006350

distance 0.168

#5 · Chandrapurcell 4730003938

distance 0.174

#6 · Chandrapurcell 4730003846

distance 0.176

#7 · Bhandaracell 4710001377

distance 0.179 · cross-district

#8 · Chandrapurcell 4730007582

distance 0.186

#9 · Chandrapurcell 4730003672

distance 0.187

#10 · Chandrapurcell 4730004121

distance 0.19

#11 · Gadchirolicell 4750010909

distance 0.191 · cross-district

#12 · Gadchirolicell 4750009366

distance 0.194 · cross-district

#13 · Chandrapurcell 4730007806

distance 0.197

#14 · Chandrapurcell 4730006119

distance 0.198

#15 · Gadchirolicell 4750010244

distance 0.199 · cross-district

#16 · Gondiacell 4760001091

distance 0.203 · cross-district

#17 · Chandrapurcell 4730008293

distance 0.204

#18 · Chandrapurcell 4730004216

distance 0.205

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":4730007916}}}'

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.