Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003346

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

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003295

distance 0.064

#2 · Bhandaracell 4710003392

distance 0.074

#3 · Bhandaracell 4710003343

distance 0.09

#4 · Bhandaracell 4710003294

distance 0.093

#5 · Bhandaracell 4710003250

distance 0.097

#6 · Bhandaracell 4710003293

distance 0.097

#7 · Bhandaracell 4710003118

distance 0.098

#8 · Nagpurcell 4840007640

distance 0.099 · cross-district

#9 · Bhandaracell 4710003168

distance 0.099

#10 · Bhandaracell 4710003259

distance 0.1

#11 · Bhandaracell 4710003338

distance 0.102

#12 · Bhandaracell 4710003347

distance 0.113

#13 · Bhandaracell 4710003336

distance 0.116

#14 · Bhandaracell 4710003117

distance 0.124

#15 · Bhandaracell 4710003076

distance 0.129

#16 · Bhandaracell 4710003341

distance 0.129

#17 · Gondiacell 4760001973

distance 0.131 · cross-district

#18 · Bhandaracell 4710003077

distance 0.133

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":4710003346}}}'

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.