Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008905

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008602

distance 0.138

#2 · Chandrapurcell 4730007459

distance 0.149

#3 · Chandrapurcell 4730009378

distance 0.165

#4 · Chandrapurcell 4730009247

distance 0.166

#5 · Gadchirolicell 4750009796

distance 0.167 · cross-district

#6 · Chandrapurcell 4730007347

distance 0.17

#7 · Yavatmalcell 5000006648

distance 0.174 · cross-district

#8 · Gondiacell 4760001523

distance 0.176 · cross-district

#9 · Chandrapurcell 4730007340

distance 0.177

#10 · Chandrapurcell 4730007119

distance 0.178

#11 · Gadchirolicell 4750010831

distance 0.184 · cross-district

#12 · Chandrapurcell 4730007571

distance 0.185

#13 · Chandrapurcell 4730008809

distance 0.189

#14 · Bhandaracell 4710000990

distance 0.189 · cross-district

#15 · Chandrapurcell 4730009374

distance 0.194

#16 · Chandrapurcell 4730006890

distance 0.195

#17 · Chandrapurcell 4730007457

distance 0.196

#18 · Chandrapurcell 4730007121

distance 0.197

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":4730008905}}}'

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.