Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005874

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005991

distance 0.128

#2 · Chandrapurcell 4730006104

distance 0.175

#3 · Chandrapurcell 4730006764

distance 0.18

#4 · Chandrapurcell 4730006765

distance 0.184

#5 · Chandrapurcell 4730005639

distance 0.184

#6 · Chandrapurcell 4730005640

distance 0.195

#7 · Chandrapurcell 4730005767

distance 0.197

#8 · Gadchirolicell 4750005574

distance 0.197 · cross-district

#9 · Chandrapurcell 4730005847

distance 0.201

#10 · Chandrapurcell 4730006669

distance 0.204

#11 · Chandrapurcell 4730006780

distance 0.206

#12 · Chandrapurcell 4730005908

distance 0.206

#13 · Chandrapurcell 4730004460

distance 0.208

#14 · Bhandaracell 4710000773

distance 0.21 · cross-district

#15 · Yavatmalcell 5000004258

distance 0.21 · cross-district

#16 · Yavatmalcell 5000006904

distance 0.211 · cross-district

#17 · Yavatmalcell 5000007822

distance 0.213 · cross-district

#18 · Gadchirolicell 4750005219

distance 0.214 · 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":4730005874}}}'

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.