Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004137

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004227

distance 0.128

#2 · Chandrapurcell 4730004225

distance 0.154

#3 · Parbhanicell 4890002029

distance 0.168 · cross-district

#4 · Chandrapurcell 4730001290

distance 0.177

#5 · Yavatmalcell 5000001669

distance 0.182 · cross-district

#6 · Chandrapurcell 4730002075

distance 0.184

#7 · Parbhanicell 4890001694

distance 0.187 · cross-district

#8 · Yavatmalcell 5000004282

distance 0.191 · cross-district

#9 · Hingolicell 4770000386

distance 0.191 · cross-district

#10 · Hingolicell 4770003532

distance 0.191 · cross-district

#11 · Chandrapurcell 4730003039

distance 0.192

#12 · Chandrapurcell 4730005296

distance 0.194

#13 · Akolacell 4670001278

distance 0.195 · cross-district

#14 · Parbhanicell 4890002195

distance 0.198 · cross-district

#15 · Parbhanicell 4890003082

distance 0.202 · cross-district

#16 · Chandrapurcell 4730001142

distance 0.203

#17 · Beedcell 4700007556

distance 0.203 · cross-district

#18 · Chandrapurcell 4730004326

distance 0.205

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":4730004137}}}'

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.