Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002279

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007047

distance 0.194 · cross-district

#2 · Amravaticell 4680010282

distance 0.241 · cross-district

#3 · Bhandaracell 4710003172

distance 0.244

#4 · Bhandaracell 4710003412

distance 0.252

#5 · Bhandaracell 4710001595

distance 0.262

#6 · Bhandaracell 4710003216

distance 0.271

#7 · Bhandaracell 4710003219

distance 0.283

#8 · Nagpurcell 4840002665

distance 0.292 · cross-district

#9 · Bhandaracell 4710003218

distance 0.295

#10 · Bhandaracell 4710001169

distance 0.299

#11 · Amravaticell 4680009761

distance 0.299 · cross-district

#12 · Bhandaracell 4710003221

distance 0.3

#13 · Amravaticell 4680010278

distance 0.3 · cross-district

#14 · Nagpurcell 4840004218

distance 0.301 · cross-district

#15 · Amravaticell 4680010280

distance 0.304 · cross-district

#16 · Bhandaracell 4710003178

distance 0.305

#17 · Nagpurcell 4840007048

distance 0.305 · cross-district

#18 · Bhandaracell 4710001136

distance 0.306

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":4710002279}}}'

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.