Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001838

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004204

distance 0.196 · cross-district

#2 · Bhandaracell 4710001013

distance 0.207

#3 · Chandrapurcell 4730007569

distance 0.227 · cross-district

#4 · Gondiacell 4760000923

distance 0.23 · cross-district

#5 · Gondiacell 4760001859

distance 0.232 · cross-district

#6 · Gondiacell 4760001038

distance 0.235 · cross-district

#7 · Nagpurcell 4840007038

distance 0.236 · cross-district

#8 · Bhandaracell 4710002383

distance 0.248

#9 · Bhandaracell 4710001461

distance 0.256

#10 · Bhandaracell 4710001145

distance 0.258

#11 · Nagpurcell 4840002441

distance 0.262 · cross-district

#12 · Chandrapurcell 4730009570

distance 0.264 · cross-district

#13 · Nagpurcell 4840003847

distance 0.264 · cross-district

#14 · Wardhacell 4980001419

distance 0.265 · cross-district

#15 · Wardhacell 4980000017

distance 0.265 · cross-district

#16 · Chandrapurcell 4730007150

distance 0.272 · cross-district

#17 · Nagpurcell 4840007041

distance 0.277 · cross-district

#18 · Bhandaracell 4710000016

distance 0.279

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":4710001838}}}'

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.