Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003434

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750007895

distance 0.187 · cross-district

#2 · Wardhacell 4980001071

distance 0.195 · cross-district

#3 · Chandrapurcell 4730002814

distance 0.218

#4 · Chandrapurcell 4730003518

distance 0.233

#5 · Chandrapurcell 4730003229

distance 0.236

#6 · Chandrapurcell 4730007638

distance 0.239

#7 · Chandrapurcell 4730006952

distance 0.239

#8 · Bhandaracell 4710001383

distance 0.244 · cross-district

#9 · Chandrapurcell 4730005171

distance 0.246

#10 · Chandrapurcell 4730003442

distance 0.253

#11 · Chandrapurcell 4730005074

distance 0.257

#12 · Washimcell 4990000380

distance 0.257 · cross-district

#13 · Chandrapurcell 4730005573

distance 0.259

#14 · Chandrapurcell 4730003850

distance 0.259

#15 · Akolacell 4670000240

distance 0.262 · cross-district

#16 · Gondiacell 4760000597

distance 0.262 · cross-district

#17 · Chandrapurcell 4730002150

distance 0.264

#18 · Wardhacell 4980001007

distance 0.266 · 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":4730003434}}}'

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.