Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003553

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003615

distance 0.123

#2 · Bhandaracell 4710003268

distance 0.156

#3 · Bhandaracell 4710003261

distance 0.183

#4 · Gondiacell 4760003419

distance 0.185 · cross-district

#5 · Bhandaracell 4710003355

distance 0.199

#6 · Nagpurcell 4840001648

distance 0.205 · cross-district

#7 · Bhandaracell 4710003315

distance 0.206

#8 · Bhandaracell 4710003591

distance 0.211

#9 · Bhandaracell 4710002352

distance 0.219

#10 · Bhandaracell 4710003396

distance 0.222

#11 · Bhandaracell 4710003181

distance 0.222

#12 · Gondiacell 4760003908

distance 0.23 · cross-district

#13 · Bhandaracell 4710002441

distance 0.236

#14 · Gondiacell 4760003617

distance 0.237 · cross-district

#15 · Bhandaracell 4710003267

distance 0.241

#16 · Bhandaracell 4710003404

distance 0.251

#17 · Gondiacell 4760003600

distance 0.251 · cross-district

#18 · Nagpurcell 4840007896

distance 0.252 · 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":4710003553}}}'

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.