Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003151

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003217

distance 0.109

#2 · Chandrapurcell 4730003150

distance 0.175

#3 · Yavatmalcell 5000011078

distance 0.236 · cross-district

#4 · Gadchirolicell 4750009194

distance 0.248 · cross-district

#5 · Gadchirolicell 4750009195

distance 0.25 · cross-district

#6 · Yavatmalcell 5000011329

distance 0.264 · cross-district

#7 · Gadchirolicell 4750009149

distance 0.266 · cross-district

#8 · Gadchirolicell 4750007897

distance 0.267 · cross-district

#9 · Gadchirolicell 4750007966

distance 0.268 · cross-district

#10 · Yavatmalcell 5000011153

distance 0.268 · cross-district

#11 · Gadchirolicell 4750006855

distance 0.268 · cross-district

#12 · Chandrapurcell 4730004706

distance 0.268

#13 · Yavatmalcell 5000010246

distance 0.271 · cross-district

#14 · Chandrapurcell 4730004607

distance 0.273

#15 · Gadchirolicell 4750007826

distance 0.273 · cross-district

#16 · Nagpurcell 4840005875

distance 0.274 · cross-district

#17 · Chandrapurcell 4730007904

distance 0.274

#18 · Gadchirolicell 4750007969

distance 0.275 · 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":4730003151}}}'

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.