Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001412

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002162

distance 0.205

#2 · Yavatmalcell 5000002483

distance 0.205 · cross-district

#3 · Chandrapurcell 4730002694

distance 0.216

#4 · Yavatmalcell 5000001874

distance 0.22 · cross-district

#5 · Chandrapurcell 4730000046

distance 0.234

#6 · Chandrapurcell 4730003467

distance 0.245

#7 · Chandrapurcell 4730001411

distance 0.251

#8 · Chandrapurcell 4730002253

distance 0.254

#9 · Chandrapurcell 4730002092

distance 0.257

#10 · Yavatmalcell 5000002358

distance 0.263 · cross-district

#11 · Chandrapurcell 4730002171

distance 0.263

#12 · Jalgaoncell 4780006337

distance 0.263 · cross-district

#13 · Chandrapurcell 4730002635

distance 0.264

#14 · Chandrapurcell 4730003746

distance 0.269

#15 · Chandrapurcell 4730003785

distance 0.269

#16 · Chandrapurcell 4730003594

distance 0.27

#17 · Yavatmalcell 5000004991

distance 0.272 · cross-district

#18 · Wardhacell 4980001274

distance 0.272 · 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":4730001412}}}'

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.