Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004809

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

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006992

distance 0.121

#2 · Chandrapurcell 4730004996

distance 0.141

#3 · Chandrapurcell 4730004903

distance 0.17

#4 · Chandrapurcell 4730004999

distance 0.174

#5 · Chandrapurcell 4730005095

distance 0.179

#6 · Yavatmalcell 5000006491

distance 0.179 · cross-district

#7 · Wardhacell 4980000800

distance 0.18 · cross-district

#8 · Yavatmalcell 5000002601

distance 0.18 · cross-district

#9 · Chandrapurcell 4730003814

distance 0.18

#10 · Amravaticell 4680004943

distance 0.181 · cross-district

#11 · Yavatmalcell 5000002193

distance 0.182 · cross-district

#12 · Chandrapurcell 4730005290

distance 0.182

#13 · Chandrapurcell 4730005192

distance 0.183

#14 · Chandrapurcell 4730006508

distance 0.183

#15 · Chandrapurcell 4730005092

distance 0.184

#16 · Chandrapurcell 4730005189

distance 0.184

#17 · Chandrapurcell 4730006836

distance 0.185

#18 · Chandrapurcell 4730005292

distance 0.185

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":4730004809}}}'

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.