Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002736

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

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002673

distance 0.103

#2 · Chandrapurcell 4730002878

distance 0.104

#3 · Chandrapurcell 4730002879

distance 0.123

#4 · Chandrapurcell 4730002733

distance 0.126

#5 · Chandrapurcell 4730002798

distance 0.127

#6 · Chandrapurcell 4730003570

distance 0.137

#7 · Chandrapurcell 4730007181

distance 0.138

#8 · Chandrapurcell 4730005093

distance 0.142

#9 · Chandrapurcell 4730005294

distance 0.145

#10 · Chandrapurcell 4730002880

distance 0.146

#11 · Chandrapurcell 4730005190

distance 0.148

#12 · Wardhacell 4980001297

distance 0.151 · cross-district

#13 · Chandrapurcell 4730005292

distance 0.152

#14 · Yavatmalcell 5000008239

distance 0.153 · cross-district

#15 · Chandrapurcell 4730004999

distance 0.153

#16 · Chandrapurcell 4730005291

distance 0.154

#17 · Yavatmalcell 5000003196

distance 0.154 · cross-district

#18 · Wardhacell 4980001393

distance 0.156 · 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":4730002736}}}'

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.