Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006271

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006156

distance 0.142

#2 · Chandrapurcell 4730007205

distance 0.142

#3 · Chandrapurcell 4730007123

distance 0.146

#4 · Chandrapurcell 4730006269

distance 0.149

#5 · Gondiacell 4760000603

distance 0.15 · cross-district

#6 · Gondiacell 4760000119

distance 0.152 · cross-district

#7 · Gadchirolicell 4750011590

distance 0.152 · cross-district

#8 · Chandrapurcell 4730005359

distance 0.152

#9 · Bhandaracell 4710000601

distance 0.153 · cross-district

#10 · Bhandaracell 4710000699

distance 0.153 · cross-district

#11 · Chandrapurcell 4730004972

distance 0.154

#12 · Bhandaracell 4710000692

distance 0.157 · cross-district

#13 · Chandrapurcell 4730006989

distance 0.157

#14 · Chandrapurcell 4730006083

distance 0.158

#15 · Chandrapurcell 4730006894

distance 0.159

#16 · Gondiacell 4760000145

distance 0.159 · cross-district

#17 · Gondiacell 4760000111

distance 0.16 · cross-district

#18 · Gadchirolicell 4750011106

distance 0.162 · 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":4730006271}}}'

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.