Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002295

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002360

distance 0.137

#2 · Chandrapurcell 4730001688

distance 0.167

#3 · Chandrapurcell 4730002282

distance 0.171

#4 · Washimcell 4990000917

distance 0.193 · cross-district

#5 · Nandedcell 4850000898

distance 0.194 · cross-district

#6 · Chandrapurcell 4730001330

distance 0.194

#7 · Yavatmalcell 5000003783

distance 0.196 · cross-district

#8 · Hingolicell 4770003983

distance 0.196 · cross-district

#9 · Chandrapurcell 4730001427

distance 0.199

#10 · Beedcell 4700005732

distance 0.201 · cross-district

#11 · Chandrapurcell 4730002160

distance 0.203

#12 · Nandedcell 4850002597

distance 0.205 · cross-district

#13 · Nandedcell 4850000283

distance 0.205 · cross-district

#14 · Hingolicell 4770000226

distance 0.206 · cross-district

#15 · Chandrapurcell 4730002604

distance 0.207

#16 · Chandrapurcell 4730001823

distance 0.21

#17 · Solapurcell 4960005947

distance 0.21 · cross-district

#18 · Nandedcell 4850003851

distance 0.21 · 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":4730002295}}}'

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.