Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009243

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

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008596

distance 0.206

#2 · Chandrapurcell 4730006551

distance 0.228

#3 · Bhandaracell 4710001885

distance 0.245 · cross-district

#4 · Chandrapurcell 4730008633

distance 0.246

#5 · Bhandaracell 4710001372

distance 0.247 · cross-district

#6 · Chandrapurcell 4730009024

distance 0.248

#7 · Gadchirolicell 4750010369

distance 0.252 · cross-district

#8 · Bhandaracell 4710003419

distance 0.253 · cross-district

#9 · Chandrapurcell 4730009244

distance 0.254

#10 · Chandrapurcell 4730008676

distance 0.26

#11 · Gadchirolicell 4750012117

distance 0.264 · cross-district

#12 · Chandrapurcell 4730009373

distance 0.265

#13 · Gadchirolicell 4750010979

distance 0.269 · cross-district

#14 · Chandrapurcell 4730008408

distance 0.272

#15 · Gadchirolicell 4750012232

distance 0.275 · cross-district

#16 · Gadchirolicell 4750012284

distance 0.281 · cross-district

#17 · Yavatmalcell 5000004048

distance 0.283 · cross-district

#18 · Yavatmalcell 5000006377

distance 0.284 · 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":4730009243}}}'

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.