Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002993

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007449

distance 0.117 · cross-district

#2 · Bhandaracell 4710002992

distance 0.128

#3 · Nagpurcell 4840007827

distance 0.128 · cross-district

#4 · Nagpurcell 4840008312

distance 0.133 · cross-district

#5 · Nagpurcell 4840008135

distance 0.139 · cross-district

#6 · Nagpurcell 4840008134

distance 0.154 · cross-district

#7 · Nagpurcell 4840008260

distance 0.164 · cross-district

#8 · Nagpurcell 4840008408

distance 0.17 · cross-district

#9 · Nagpurcell 4840007885

distance 0.174 · cross-district

#10 · Nagpurcell 4840007249

distance 0.188 · cross-district

#11 · Nagpurcell 4840000275

distance 0.191 · cross-district

#12 · Nagpurcell 4840008261

distance 0.194 · cross-district

#13 · Nagpurcell 4840008116

distance 0.197 · cross-district

#14 · Nagpurcell 4840008138

distance 0.2 · cross-district

#15 · Nagpurcell 4840003228

distance 0.203 · cross-district

#16 · Nagpurcell 4840008552

distance 0.204 · cross-district

#17 · Nagpurcell 4840008579

distance 0.207 · cross-district

#18 · Nagpurcell 4840000459

distance 0.21 · 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":4710002993}}}'

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.