Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006231

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750009993

distance 0.18 · cross-district

#2 · Gadchirolicell 4750010570

distance 0.18 · cross-district

#3 · Gadchirolicell 4750010253

distance 0.208 · cross-district

#4 · Gadchirolicell 4750009857

distance 0.209 · cross-district

#5 · Chandrapurcell 4730007143

distance 0.214

#6 · Chandrapurcell 4730007363

distance 0.218

#7 · Chandrapurcell 4730008599

distance 0.22

#8 · Gadchirolicell 4750010316

distance 0.222 · cross-district

#9 · Gadchirolicell 4750009738

distance 0.223 · cross-district

#10 · Chandrapurcell 4730005668

distance 0.225

#11 · Gadchirolicell 4750010254

distance 0.226 · cross-district

#12 · Gadchirolicell 4750009989

distance 0.226 · cross-district

#13 · Gondiacell 4760000524

distance 0.229 · cross-district

#14 · Gadchirolicell 4750010256

distance 0.229 · cross-district

#15 · Chandrapurcell 4730006556

distance 0.231

#16 · Gadchirolicell 4750010509

distance 0.232 · cross-district

#17 · Gadchirolicell 4750010510

distance 0.236 · cross-district

#18 · Bhandaracell 4710001430

distance 0.239 · 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":4730006231}}}'

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.