Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005378

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005696

distance 0.092

#2 · Chandrapurcell 4730005587

distance 0.093

#3 · Chandrapurcell 4730006367

distance 0.105

#4 · Chandrapurcell 4730006360

distance 0.109

#5 · Chandrapurcell 4730005920

distance 0.109

#6 · Chandrapurcell 4730005695

distance 0.111

#7 · Chandrapurcell 4730006152

distance 0.114

#8 · Chandrapurcell 4730006253

distance 0.125

#9 · Chandrapurcell 4730005589

distance 0.133

#10 · Chandrapurcell 4730006036

distance 0.134

#11 · Chandrapurcell 4730006131

distance 0.135

#12 · Chandrapurcell 4730006248

distance 0.137

#13 · Yavatmalcell 5000007437

distance 0.138 · cross-district

#14 · Chandrapurcell 4730005919

distance 0.14

#15 · Chandrapurcell 4730005590

distance 0.141

#16 · Chandrapurcell 4730006035

distance 0.142

#17 · Yavatmalcell 5000007569

distance 0.146 · cross-district

#18 · Chandrapurcell 4730006365

distance 0.146

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":4730005378}}}'

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.