Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001234

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

0.91

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 4710000305

distance 0.172

#2 · Bhandaracell 4710001842

distance 0.175

#3 · Bhandaracell 4710001056

distance 0.175

#4 · Bhandaracell 4710001189

distance 0.18

#5 · Bhandaracell 4710001188

distance 0.192

#6 · Bhandaracell 4710000986

distance 0.197

#7 · Nagpurcell 4840000093

distance 0.197 · cross-district

#8 · Bhandaracell 4710001420

distance 0.2

#9 · Bhandaracell 4710001029

distance 0.205

#10 · Gondiacell 4760003121

distance 0.207 · cross-district

#11 · Bhandaracell 4710000306

distance 0.21

#12 · Gondiacell 4760003506

distance 0.214 · cross-district

#13 · Bhandaracell 4710000993

distance 0.217

#14 · Gondiacell 4760002782

distance 0.218 · cross-district

#15 · Wardhacell 4980000216

distance 0.221 · cross-district

#16 · Bhandaracell 4710001787

distance 0.221

#17 · Bhandaracell 4710001424

distance 0.223

#18 · Gondiacell 4760003505

distance 0.225 · 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":4710001234}}}'

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.