Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000621

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000866

distance 0.116

#2 · Chandrapurcell 4730000703

distance 0.156

#3 · Chandrapurcell 4730001044

distance 0.16

#4 · Chandrapurcell 4730001045

distance 0.188

#5 · Washimcell 4990001237

distance 0.197 · cross-district

#6 · Yavatmalcell 5000005668

distance 0.201 · cross-district

#7 · Beedcell 4700002760

distance 0.204 · cross-district

#8 · Beedcell 4700002754

distance 0.204 · cross-district

#9 · Chandrapurcell 4730000953

distance 0.206

#10 · Chandrapurcell 4730000625

distance 0.206

#11 · Chandrapurcell 4730001133

distance 0.209

#12 · Yavatmalcell 5000004295

distance 0.211 · cross-district

#13 · Beedcell 4700002589

distance 0.213 · cross-district

#14 · Washimcell 4990003074

distance 0.214 · cross-district

#15 · Washimcell 4990000956

distance 0.214 · cross-district

#16 · Chandrapurcell 4730000788

distance 0.215

#17 · Gadchirolicell 4750004959

distance 0.216 · cross-district

#18 · Yavatmalcell 5000004836

distance 0.217 · 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":4730000621}}}'

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.