Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002049

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002315

distance 0.111

#2 · Bhandaracell 4710002212

distance 0.112

#3 · Bhandaracell 4710002159

distance 0.164

#4 · Bhandaracell 4710003463

distance 0.173

#5 · Nagpurcell 4840004002

distance 0.186 · cross-district

#6 · Bhandaracell 4710002158

distance 0.196

#7 · Bhandaracell 4710000906

distance 0.2

#8 · Gondiacell 4760001150

distance 0.204 · cross-district

#9 · Bhandaracell 4710002051

distance 0.207

#10 · Bhandaracell 4710002211

distance 0.21

#11 · Bhandaracell 4710001992

distance 0.215

#12 · Nagpurcell 4840004007

distance 0.218 · cross-district

#13 · Bhandaracell 4710001555

distance 0.219

#14 · Nagpurcell 4840005899

distance 0.222 · cross-district

#15 · Bhandaracell 4710002215

distance 0.226

#16 · Bhandaracell 4710001435

distance 0.227

#17 · Bhandaracell 4710001768

distance 0.229

#18 · Bhandaracell 4710000903

distance 0.232

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":4710002049}}}'

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.