Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002793

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004211

distance 0.106 · cross-district

#2 · Nagpurcell 4840005895

distance 0.111 · cross-district

#3 · Nagpurcell 4840004106

distance 0.119 · cross-district

#4 · Nagpurcell 4840005897

distance 0.123 · cross-district

#5 · Nagpurcell 4840006264

distance 0.131 · cross-district

#6 · Nagpurcell 4840006029

distance 0.141 · cross-district

#7 · Nagpurcell 4840004536

distance 0.144 · cross-district

#8 · Bhandaracell 4710002756

distance 0.146

#9 · Nagpurcell 4840005249

distance 0.149 · cross-district

#10 · Nagpurcell 4840005008

distance 0.152 · cross-district

#11 · Nagpurcell 4840003610

distance 0.159 · cross-district

#12 · Nagpurcell 4840004423

distance 0.161 · cross-district

#13 · Bhandaracell 4710002737

distance 0.162

#14 · Nagpurcell 4840005768

distance 0.163 · cross-district

#15 · Nagpurcell 4840004107

distance 0.165 · cross-district

#16 · Bhandaracell 4710002842

distance 0.167

#17 · Nagpurcell 4840004008

distance 0.169 · cross-district

#18 · Nagpurcell 4840003707

distance 0.169 · 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":4710002793}}}'

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.