Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003339

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003255

distance 0.087

#2 · Bhandaracell 4710003207

distance 0.098

#3 · Bhandaracell 4710003393

distance 0.138

#4 · Bhandaracell 4710002039

distance 0.152

#5 · Bhandaracell 4710001378

distance 0.159

#6 · Bhandaracell 4710002098

distance 0.174

#7 · Nagpurcell 4840007450

distance 0.179 · cross-district

#8 · Bhandaracell 4710001375

distance 0.185

#9 · Bhandaracell 4710002038

distance 0.188

#10 · Bhandaracell 4710001293

distance 0.195

#11 · Bhandaracell 4710001328

distance 0.195

#12 · Bhandaracell 4710003536

distance 0.196

#13 · Bhandaracell 4710001046

distance 0.201

#14 · Bhandaracell 4710003478

distance 0.201

#15 · Bhandaracell 4710001289

distance 0.204

#16 · Bhandaracell 4710002996

distance 0.21

#17 · Bhandaracell 4710003435

distance 0.21

#18 · Bhandaracell 4710002991

distance 0.212

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":4710003339}}}'

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.