Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000849

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001131

distance 0.134 · cross-district

#2 · Nagpurcell 4840001034

distance 0.151 · cross-district

#3 · Nagpurcell 4840000059

distance 0.152 · cross-district

#4 · Nagpurcell 4840000338

distance 0.152 · cross-district

#5 · Nagpurcell 4840000782

distance 0.153 · cross-district

#6 · Nagpurcell 4840004088

distance 0.158 · cross-district

#7 · Bhandaracell 4710002706

distance 0.162

#8 · Chandrapurcell 4730006591

distance 0.163 · cross-district

#9 · Nagpurcell 4840001107

distance 0.163 · cross-district

#10 · Nagpurcell 4840004213

distance 0.163 · cross-district

#11 · Nagpurcell 4840001075

distance 0.164 · cross-district

#12 · Wardhacell 4980002026

distance 0.164 · cross-district

#13 · Nagpurcell 4840001133

distance 0.164 · cross-district

#14 · Nagpurcell 4840005489

distance 0.164 · cross-district

#15 · Nagpurcell 4840000279

distance 0.165 · cross-district

#16 · Gondiacell 4760000623

distance 0.165 · cross-district

#17 · Nagpurcell 4840000225

distance 0.166 · cross-district

#18 · Chandrapurcell 4730001257

distance 0.166 · 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":4710000849}}}'

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.