Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001249

The MH-36 locality cells most similar to this Bhandara 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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000888

distance 0.099

#2 · Bhandaracell 4710001205

distance 0.103

#3 · Bhandaracell 4710000853

distance 0.119

#4 · Gondiacell 4760001141

distance 0.123 · cross-district

#5 · Bhandaracell 4710001344

distance 0.124

#6 · Chandrapurcell 4730009404

distance 0.136 · cross-district

#7 · Bhandaracell 4710001160

distance 0.136

#8 · Chandrapurcell 4730009405

distance 0.147 · cross-district

#9 · Chandrapurcell 4730009726

distance 0.148 · cross-district

#10 · Bhandaracell 4710001250

distance 0.159

#11 · Bhandaracell 4710000927

distance 0.164

#12 · Bhandaracell 4710000048

distance 0.165

#13 · Bhandaracell 4710000047

distance 0.167

#14 · Chandrapurcell 4730009362

distance 0.169 · cross-district

#15 · Chandrapurcell 4730009180

distance 0.169 · cross-district

#16 · Chandrapurcell 4730009113

distance 0.17 · cross-district

#17 · Chandrapurcell 4730006918

distance 0.172 · cross-district

#18 · Chandrapurcell 4730009112

distance 0.173 · 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":471,"cluster_id":4710001249}}}'

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.