Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003471

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

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001225

distance 0.219

#2 · Bhandaracell 4710001050

distance 0.235

#3 · Chandrapurcell 4730007355

distance 0.249 · cross-district

#4 · Gondiacell 4760001097

distance 0.257 · cross-district

#5 · Bhandaracell 4710001461

distance 0.258

#6 · Bhandaracell 4710001248

distance 0.258

#7 · Bhandaracell 4710001676

distance 0.261

#8 · Bhandaracell 4710002219

distance 0.261

#9 · Bhandaracell 4710002311

distance 0.261

#10 · Bhandaracell 4710001327

distance 0.263

#11 · Bhandaracell 4710000930

distance 0.266

#12 · Bhandaracell 4710002218

distance 0.266

#13 · Bhandaracell 4710003429

distance 0.267

#14 · Bhandaracell 4710001627

distance 0.282

#15 · Bhandaracell 4710001197

distance 0.284

#16 · Bhandaracell 4710001472

distance 0.289

#17 · Bhandaracell 4710001145

distance 0.289

#18 · Nagpurcell 4840004204

distance 0.29 · cross-district

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":4710003471}}}'

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.