Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001344

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001249

distance 0.124

#2 · Bhandaracell 4710001777

distance 0.128

#3 · Bhandaracell 4710001205

distance 0.129

#4 · Bhandaracell 4710000888

distance 0.138

#5 · Bhandaracell 4710001245

distance 0.145

#6 · Bhandaracell 4710000853

distance 0.147

#7 · Chandrapurcell 4730009241

distance 0.148 · cross-district

#8 · Gondiacell 4760001141

distance 0.148 · cross-district

#9 · Chandrapurcell 4730009113

distance 0.153 · cross-district

#10 · Bhandaracell 4710001569

distance 0.157

#11 · Chandrapurcell 4730009180

distance 0.158 · cross-district

#12 · Bhandaracell 4710001160

distance 0.159

#13 · Bhandaracell 4710001250

distance 0.159

#14 · Bhandaracell 4710001677

distance 0.163

#15 · Chandrapurcell 4730009112

distance 0.17 · cross-district

#16 · Chandrapurcell 4730009042

distance 0.178 · cross-district

#17 · Bhandaracell 4710001000

distance 0.179

#18 · Bhandaracell 4710000927

distance 0.182

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":4710001344}}}'

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.