Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004038

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000002598

distance 0.123 · cross-district

#2 · Chandrapurcell 4730004135

distance 0.125

#3 · Chandrapurcell 4730003302

distance 0.128

#4 · Chandrapurcell 4730003761

distance 0.13

#5 · Chandrapurcell 4730001994

distance 0.131

#6 · Chandrapurcell 4730003856

distance 0.137

#7 · Yavatmalcell 5000002221

distance 0.137 · cross-district

#8 · Yavatmalcell 5000002749

distance 0.144 · cross-district

#9 · Chandrapurcell 4730001992

distance 0.146

#10 · Yavatmalcell 5000001685

distance 0.147 · cross-district

#11 · Chandrapurcell 4730003946

distance 0.148

#12 · Chandrapurcell 4730003948

distance 0.148

#13 · Chandrapurcell 4730003768

distance 0.148

#14 · Yavatmalcell 5000002462

distance 0.149 · cross-district

#15 · Yavatmalcell 5000002331

distance 0.15 · cross-district

#16 · Yavatmalcell 5000001867

distance 0.151 · cross-district

#17 · Yavatmalcell 5000002741

distance 0.151 · cross-district

#18 · Yavatmalcell 5000002222

distance 0.151 · 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":4730004038}}}'

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.