Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002350

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.061

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002415

distance 0.061

#2 · Chandrapurcell 4730002214

distance 0.082

#3 · Chandrapurcell 4730002479

distance 0.093

#4 · Chandrapurcell 4730001473

distance 0.114

#5 · Yavatmalcell 5000001424

distance 0.137 · cross-district

#6 · Chandrapurcell 4730002228

distance 0.139

#7 · Chandrapurcell 4730001292

distance 0.143

#8 · Chandrapurcell 4730002283

distance 0.144

#9 · Chandrapurcell 4730003707

distance 0.151

#10 · Chandrapurcell 4730000957

distance 0.152

#11 · Chandrapurcell 4730000485

distance 0.156

#12 · Chandrapurcell 4730002716

distance 0.157

#13 · Chandrapurcell 4730001011

distance 0.158

#14 · Akolacell 4670001006

distance 0.16 · cross-district

#15 · Yavatmalcell 5000002473

distance 0.16 · cross-district

#16 · Chandrapurcell 4730001573

distance 0.163

#17 · Chandrapurcell 4730003727

distance 0.163

#18 · Chandrapurcell 4730003980

distance 0.165

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":4730002350}}}'

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.