Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009355

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000609

distance 0.172 · cross-district

#2 · Nagpurcell 4840000032

distance 0.185 · cross-district

#3 · Bhandaracell 4710000521

distance 0.207 · cross-district

#4 · Chandrapurcell 4730007355

distance 0.22

#5 · Gadchirolicell 4750012124

distance 0.222 · cross-district

#6 · Bhandaracell 4710000296

distance 0.223 · cross-district

#7 · Gadchirolicell 4750011878

distance 0.227 · cross-district

#8 · Gadchirolicell 4750010841

distance 0.234 · cross-district

#9 · Gadchirolicell 4750011976

distance 0.234 · cross-district

#10 · Gadchirolicell 4750011242

distance 0.235 · cross-district

#11 · Bhandaracell 4710000607

distance 0.24 · cross-district

#12 · Nagpurcell 4840000050

distance 0.241 · cross-district

#13 · Gondiacell 4760001097

distance 0.249 · cross-district

#14 · Chandrapurcell 4730006921

distance 0.25

#15 · Chandrapurcell 4730007378

distance 0.256

#16 · Gadchirolicell 4750012085

distance 0.27 · cross-district

#17 · Chandrapurcell 4730005681

distance 0.273

#18 · Bhandaracell 4710000817

distance 0.274 · 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":4730009355}}}'

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.