Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006821

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000004235

distance 0.184 · cross-district

#2 · Bhandaracell 4710001663

distance 0.195 · cross-district

#3 · Chandrapurcell 4730005435

distance 0.201

#4 · Gondiacell 4760000209

distance 0.221 · cross-district

#5 · Chandrapurcell 4730006600

distance 0.223

#6 · Nagpurcell 4840004264

distance 0.223 · cross-district

#7 · Nagpurcell 4840005511

distance 0.234 · cross-district

#8 · Yavatmalcell 5000007428

distance 0.236 · cross-district

#9 · Chandrapurcell 4730007113

distance 0.237

#10 · Gadchirolicell 4750010913

distance 0.238 · cross-district

#11 · Gadchirolicell 4750010914

distance 0.239 · cross-district

#12 · Gadchirolicell 4750010193

distance 0.242 · cross-district

#13 · Bhandaracell 4710001563

distance 0.242 · cross-district

#14 · Chandrapurcell 4730007347

distance 0.243

#15 · Bhandaracell 4710002622

distance 0.244 · cross-district

#16 · Chandrapurcell 4730006593

distance 0.245

#17 · Chandrapurcell 4730009312

distance 0.245

#18 · Chandrapurcell 4730007119

distance 0.246

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":4730006821}}}'

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.