Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002072

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002358

distance 0.154

#2 · Yavatmalcell 5000002341

distance 0.17 · cross-district

#3 · Chandrapurcell 4730001837

distance 0.171

#4 · Chandrapurcell 4730001582

distance 0.171

#5 · Chandrapurcell 4730004233

distance 0.173

#6 · Chandrapurcell 4730002292

distance 0.177

#7 · Yavatmalcell 5000003050

distance 0.178 · cross-district

#8 · Yavatmalcell 5000003206

distance 0.181 · cross-district

#9 · Yavatmalcell 5000005494

distance 0.186 · cross-district

#10 · Chandrapurcell 4730004039

distance 0.187

#11 · Yavatmalcell 5000001868

distance 0.19 · cross-district

#12 · Chandrapurcell 4730002293

distance 0.191

#13 · Yavatmalcell 5000006486

distance 0.192 · cross-district

#14 · Chandrapurcell 4730001745

distance 0.194

#15 · Chandrapurcell 4730002619

distance 0.194

#16 · Hingolicell 4770000187

distance 0.194 · cross-district

#17 · Yavatmalcell 5000002357

distance 0.197 · cross-district

#18 · Yavatmalcell 5000002467

distance 0.199 · 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":4730002072}}}'

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.