Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005912

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006145

distance 0.143

#2 · Bhandaracell 4710001724

distance 0.185 · cross-district

#3 · Chandrapurcell 4730005692

distance 0.186

#4 · Yavatmalcell 5000007694

distance 0.187 · cross-district

#5 · Yavatmalcell 5000006777

distance 0.188 · cross-district

#6 · Yavatmalcell 5000007824

distance 0.188 · cross-district

#7 · Chandrapurcell 4730005474

distance 0.189

#8 · Chandrapurcell 4730006372

distance 0.194

#9 · Yavatmalcell 5000008085

distance 0.194 · cross-district

#10 · Chandrapurcell 4730005798

distance 0.199

#11 · Chandrapurcell 4730005686

distance 0.199

#12 · Chandrapurcell 4730005913

distance 0.202

#13 · Chandrapurcell 4730007465

distance 0.204

#14 · Yavatmalcell 5000006856

distance 0.207 · cross-district

#15 · Chandrapurcell 4730005371

distance 0.208

#16 · Chandrapurcell 4730009311

distance 0.208

#17 · Chandrapurcell 4730009724

distance 0.217

#18 · Yavatmalcell 5000007951

distance 0.218 · 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":4730005912}}}'

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.