Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006502

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004995

distance 0.109

#2 · Chandrapurcell 4730006620

distance 0.111

#3 · Nandedcell 4850008956

distance 0.122 · cross-district

#4 · Nandedcell 4850008957

distance 0.122 · cross-district

#5 · Chandrapurcell 4730007180

distance 0.124

#6 · Nandedcell 4850009032

distance 0.125 · cross-district

#7 · Yavatmalcell 5000003125

distance 0.132 · cross-district

#8 · Chandrapurcell 4730005283

distance 0.135

#9 · Chandrapurcell 4730005190

distance 0.137

#10 · Chandrapurcell 4730007179

distance 0.138

#11 · Jalgaoncell 4780002333

distance 0.141 · cross-district

#12 · Chandrapurcell 4730004994

distance 0.141

#13 · Chandrapurcell 4730005186

distance 0.142

#14 · Chandrapurcell 4730005290

distance 0.147

#15 · Jalgaoncell 4780002545

distance 0.147 · cross-district

#16 · Yavatmalcell 5000003122

distance 0.147 · cross-district

#17 · Chandrapurcell 4730007181

distance 0.147

#18 · Wardhacell 4980001289

distance 0.147 · 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":4730006502}}}'

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.