Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003429

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000984

distance 0.172

#2 · Bhandaracell 4710003383

distance 0.211

#3 · Gondiacell 4760000856

distance 0.228 · cross-district

#4 · Bhandaracell 4710001423

distance 0.229

#5 · Bhandaracell 4710003521

distance 0.23

#6 · Bhandaracell 4710002218

distance 0.236

#7 · Bhandaracell 4710001829

distance 0.24

#8 · Bhandaracell 4710002219

distance 0.241

#9 · Nagpurcell 4840008141

distance 0.255 · cross-district

#10 · Nagpurcell 4840008203

distance 0.257 · cross-district

#11 · Bhandaracell 4710003078

distance 0.257

#12 · Amravaticell 4680009833

distance 0.26 · cross-district

#13 · Bhandaracell 4710003471

distance 0.267

#14 · Bhandaracell 4710002311

distance 0.271

#15 · Bhandaracell 4710001202

distance 0.272

#16 · Nagpurcell 4840006396

distance 0.276 · cross-district

#17 · Bhandaracell 4710003035

distance 0.282

#18 · Bhandaracell 4710003468

distance 0.286

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":4710003429}}}'

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.