Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008520

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008525

distance 0.133

#2 · Chandrapurcell 4730007576

distance 0.148

#3 · Chandrapurcell 4730007909

distance 0.148

#4 · Chandrapurcell 4730007580

distance 0.151

#5 · Gadchirolicell 4750009994

distance 0.153 · cross-district

#6 · Chandrapurcell 4730009219

distance 0.155

#7 · Chandrapurcell 4730007799

distance 0.157

#8 · Chandrapurcell 4730008836

distance 0.159

#9 · Bhandaracell 4710000301

distance 0.16 · cross-district

#10 · Gadchirolicell 4750009404

distance 0.164 · cross-district

#11 · Bhandaracell 4710000657

distance 0.165 · cross-district

#12 · Chandrapurcell 4730008805

distance 0.166

#13 · Chandrapurcell 4730008194

distance 0.17

#14 · Chandrapurcell 4730007342

distance 0.171

#15 · Gadchirolicell 4750008977

distance 0.171 · cross-district

#16 · Chandrapurcell 4730004289

distance 0.171

#17 · Yavatmalcell 5000006514

distance 0.173 · cross-district

#18 · Chandrapurcell 4730003010

distance 0.174

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":4730008520}}}'

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.