Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002282

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

0.065

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002182

distance 0.065

#2 · Bhandaracell 4710002474

distance 0.116

#3 · Bhandaracell 4710002286

distance 0.129

#4 · Bhandaracell 4710002898

distance 0.143

#5 · Bhandaracell 4710002337

distance 0.158

#6 · Bhandaracell 4710002334

distance 0.159

#7 · Nagpurcell 4840006266

distance 0.165 · cross-district

#8 · Bhandaracell 4710002284

distance 0.168

#9 · Nagpurcell 4840002380

distance 0.169 · cross-district

#10 · Bhandaracell 4710001634

distance 0.172

#11 · Gondiacell 4760003355

distance 0.173 · cross-district

#12 · Bhandaracell 4710001418

distance 0.174

#13 · Gondiacell 4760003196

distance 0.177 · cross-district

#14 · Bhandaracell 4710002511

distance 0.181

#15 · Gondiacell 4760003265

distance 0.181 · cross-district

#16 · Nagpurcell 4840001818

distance 0.183 · cross-district

#17 · Bhandaracell 4710002333

distance 0.185

#18 · Nagpurcell 4840002201

distance 0.185 · 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":4710002282}}}'

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.