Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004041

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002751

distance 0.149

#2 · Chandrapurcell 4730002895

distance 0.15

#3 · Chandrapurcell 4730004133

distance 0.179

#4 · Chandrapurcell 4730004134

distance 0.186

#5 · Chandrapurcell 4730002894

distance 0.188

#6 · Hingolicell 4770000183

distance 0.192 · cross-district

#7 · Chandrapurcell 4730004138

distance 0.195

#8 · Chandrapurcell 4730002889

distance 0.195

#9 · Yavatmalcell 5000002758

distance 0.201 · cross-district

#10 · Chandrapurcell 4730001742

distance 0.206

#11 · Chandrapurcell 4730001642

distance 0.215

#12 · Chandrapurcell 4730002494

distance 0.215

#13 · Chandrapurcell 4730002156

distance 0.22

#14 · Hingolicell 4770000111

distance 0.224 · cross-district

#15 · Chandrapurcell 4730002965

distance 0.227

#16 · Chandrapurcell 4730003174

distance 0.227

#17 · Yavatmalcell 5000005155

distance 0.228 · cross-district

#18 · Yavatmalcell 5000001683

distance 0.229 · 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":4730004041}}}'

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.