Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009261

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007460

distance 0.141

#2 · Chandrapurcell 4730009163

distance 0.154

#3 · Chandrapurcell 4730008852

distance 0.158

#4 · Chandrapurcell 4730006890

distance 0.17

#5 · Gadchirolicell 4750010046

distance 0.17 · cross-district

#6 · Chandrapurcell 4730009372

distance 0.171

#7 · Chandrapurcell 4730009138

distance 0.173

#8 · Nagpurcell 4840000422

distance 0.174 · cross-district

#9 · Nagpurcell 4840000280

distance 0.175 · cross-district

#10 · Gadchirolicell 4750009996

distance 0.178 · cross-district

#11 · Gadchirolicell 4750010831

distance 0.181 · cross-district

#12 · Chandrapurcell 4730008731

distance 0.184

#13 · Chandrapurcell 4730008849

distance 0.185

#14 · Nagpurcell 4840000642

distance 0.189 · cross-district

#15 · Chandrapurcell 4730009332

distance 0.19

#16 · Gondiacell 4760000262

distance 0.19 · cross-district

#17 · Bhandaracell 4710001026

distance 0.191 · cross-district

#18 · Bhandaracell 4710000398

distance 0.194 · 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":4730009261}}}'

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.