Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002652

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760002777

distance 0.146 · cross-district

#2 · Nagpurcell 4840005638

distance 0.147 · cross-district

#3 · Bhandaracell 4710002552

distance 0.165

#4 · Bhandaracell 4710002616

distance 0.168

#5 · Bhandaracell 4710002549

distance 0.173

#6 · Bhandaracell 4710002646

distance 0.196

#7 · Gondiacell 4760002203

distance 0.206 · cross-district

#8 · Bhandaracell 4710002654

distance 0.209

#9 · Nagpurcell 4840004315

distance 0.209 · cross-district

#10 · Gondiacell 4760002860

distance 0.213 · cross-district

#11 · Nagpurcell 4840002293

distance 0.216 · cross-district

#12 · Bhandaracell 4710000978

distance 0.221

#13 · Bhandaracell 4710001596

distance 0.225

#14 · Bhandaracell 4710001700

distance 0.227

#15 · Bhandaracell 4710002607

distance 0.232

#16 · Bhandaracell 4710002440

distance 0.236

#17 · Nagpurcell 4840004293

distance 0.237 · cross-district

#18 · Bhandaracell 4710002623

distance 0.237

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":4710002652}}}'

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.