Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008973

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010841

distance 0.194 · cross-district

#2 · Bhandaracell 4710000609

distance 0.21 · cross-district

#3 · Chandrapurcell 4730008755

distance 0.211

#4 · Bhandaracell 4710001202

distance 0.234 · cross-district

#5 · Bhandaracell 4710000607

distance 0.241 · cross-district

#6 · Gadchirolicell 4750011522

distance 0.242 · cross-district

#7 · Gadchirolicell 4750011878

distance 0.245 · cross-district

#8 · Chandrapurcell 4730005661

distance 0.249

#9 · Bhandaracell 4710001423

distance 0.258 · cross-district

#10 · Chandrapurcell 4730005561

distance 0.264

#11 · Chandrapurcell 4730007355

distance 0.267

#12 · Bhandaracell 4710000778

distance 0.268 · cross-district

#13 · Chandrapurcell 4730005458

distance 0.268

#14 · Gadchirolicell 4750011242

distance 0.269 · cross-district

#15 · Chandrapurcell 4730005878

distance 0.273

#16 · Gondiacell 4760001097

distance 0.282 · cross-district

#17 · Chandrapurcell 4730006921

distance 0.283

#18 · Bhandaracell 4710000984

distance 0.283 · 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":4730008973}}}'

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.