Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001676

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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001627

distance 0.165

#2 · Gondiacell 4760001097

distance 0.177 · cross-district

#3 · Bhandaracell 4710001197

distance 0.184

#4 · Bhandaracell 4710000930

distance 0.209

#5 · Bhandaracell 4710001294

distance 0.216

#6 · Bhandaracell 4710001384

distance 0.229

#7 · Chandrapurcell 4730009043

distance 0.233 · cross-district

#8 · Bhandaracell 4710000688

distance 0.233

#9 · Bhandaracell 4710001248

distance 0.236

#10 · Gondiacell 4760001042

distance 0.24 · cross-district

#11 · Chandrapurcell 4730007965

distance 0.24 · cross-district

#12 · Chandrapurcell 4730008898

distance 0.241 · cross-district

#13 · Bhandaracell 4710001461

distance 0.244

#14 · Chandrapurcell 4730007355

distance 0.244 · cross-district

#15 · Bhandaracell 4710001337

distance 0.251

#16 · Bhandaracell 4710001289

distance 0.252

#17 · Bhandaracell 4710001225

distance 0.252

#18 · Chandrapurcell 4730006689

distance 0.254 · 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":4710001676}}}'

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.