Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002939

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004667

distance 0.179 · cross-district

#2 · Chandrapurcell 4730002062

distance 0.18

#3 · Chandrapurcell 4730003635

distance 0.199

#4 · Washimcell 4990004085

distance 0.208 · cross-district

#5 · Gadchirolicell 4750005266

distance 0.209 · cross-district

#6 · Chandrapurcell 4730001978

distance 0.21

#7 · Chandrapurcell 4730002216

distance 0.211

#8 · Nagpurcell 4840001132

distance 0.213 · cross-district

#9 · Chandrapurcell 4730002394

distance 0.214

#10 · Chandrapurcell 4730001565

distance 0.215

#11 · Chandrapurcell 4730007741

distance 0.216

#12 · Chandrapurcell 4730007859

distance 0.218

#13 · Chandrapurcell 4730002796

distance 0.219

#14 · Beedcell 4700000011

distance 0.221 · cross-district

#15 · Yavatmalcell 5000003600

distance 0.221 · cross-district

#16 · Yavatmalcell 5000004135

distance 0.221 · cross-district

#17 · Yavatmalcell 5000002646

distance 0.222 · cross-district

#18 · Gadchirolicell 4750003685

distance 0.223 · 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":4730002939}}}'

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.