Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002178

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002967

distance 0.129

#2 · Bhandaracell 4710002007

distance 0.13

#3 · Nagpurcell 4840002845

distance 0.144 · cross-district

#4 · Bhandaracell 4710000982

distance 0.145

#5 · Bhandaracell 4710001011

distance 0.151

#6 · Bhandaracell 4710003000

distance 0.156

#7 · Bhandaracell 4710002964

distance 0.16

#8 · Nagpurcell 4840007146

distance 0.166 · cross-district

#9 · Nagpurcell 4840004310

distance 0.172 · cross-district

#10 · Nagpurcell 4840006259

distance 0.172 · cross-district

#11 · Nagpurcell 4840002743

distance 0.174 · cross-district

#12 · Nagpurcell 4840004309

distance 0.174 · cross-district

#13 · Bhandaracell 4710002808

distance 0.178

#14 · Nagpurcell 4840002298

distance 0.182 · cross-district

#15 · Bhandaracell 4710001572

distance 0.182

#16 · Bhandaracell 4710001511

distance 0.185

#17 · Bhandaracell 4710002225

distance 0.19

#18 · Bhandaracell 4710001571

distance 0.191

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":4710002178}}}'

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.