Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002925

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007043

distance 0.132 · cross-district

#2 · Bhandaracell 4710002923

distance 0.138

#3 · Nagpurcell 4840006155

distance 0.144 · cross-district

#4 · Nagpurcell 4840004321

distance 0.15 · cross-district

#5 · Nagpurcell 4840006133

distance 0.151 · cross-district

#6 · Nagpurcell 4840006623

distance 0.155 · cross-district

#7 · Gondiacell 4760002259

distance 0.158 · cross-district

#8 · Nagpurcell 4840005372

distance 0.159 · cross-district

#9 · Bhandaracell 4710002891

distance 0.166

#10 · Nagpurcell 4840005375

distance 0.167 · cross-district

#11 · Bhandaracell 4710002899

distance 0.169

#12 · Bhandaracell 4710002062

distance 0.17

#13 · Bhandaracell 4710002928

distance 0.177

#14 · Bhandaracell 4710002281

distance 0.177

#15 · Bhandaracell 4710002965

distance 0.178

#16 · Bhandaracell 4710003123

distance 0.18

#17 · Bhandaracell 4710002382

distance 0.181

#18 · Bhandaracell 4710003208

distance 0.181

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":4710002925}}}'

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.