Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002853

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

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003231

distance 0.211 · cross-district

#2 · Nagpurcell 4840005763

distance 0.22 · cross-district

#3 · Bhandaracell 4710002797

distance 0.232

#4 · Nagpurcell 4840003232

distance 0.238 · cross-district

#5 · Nagpurcell 4840006010

distance 0.239 · cross-district

#6 · Bhandaracell 4710002811

distance 0.241

#7 · Bhandaracell 4710002769

distance 0.247

#8 · Nagpurcell 4840002552

distance 0.25 · cross-district

#9 · Bhandaracell 4710002956

distance 0.251

#10 · Bhandaracell 4710001272

distance 0.253

#11 · Nagpurcell 4840006738

distance 0.261 · cross-district

#12 · Bhandaracell 4710002807

distance 0.262

#13 · Nagpurcell 4840002468

distance 0.262 · cross-district

#14 · Nagpurcell 4840006156

distance 0.263 · cross-district

#15 · Bhandaracell 4710000879

distance 0.264

#16 · Bhandaracell 4710001084

distance 0.265

#17 · Bhandaracell 4710001462

distance 0.265

#18 · Bhandaracell 4710002863

distance 0.267

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":4710002853}}}'

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.