Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000787

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009697

distance 0.187 · cross-district

#2 · Bhandaracell 4710000577

distance 0.196

#3 · Bhandaracell 4710000786

distance 0.197

#4 · Bhandaracell 4710000623

distance 0.206

#5 · Bhandaracell 4710000788

distance 0.214

#6 · Bhandaracell 4710000750

distance 0.219

#7 · Bhandaracell 4710000578

distance 0.223

#8 · Chandrapurcell 4730009606

distance 0.226 · cross-district

#9 · Bhandaracell 4710000637

distance 0.226

#10 · Bhandaracell 4710000664

distance 0.228

#11 · Bhandaracell 4710000535

distance 0.229

#12 · Bhandaracell 4710000236

distance 0.23

#13 · Bhandaracell 4710000538

distance 0.231

#14 · Bhandaracell 4710000789

distance 0.234

#15 · Bhandaracell 4710000665

distance 0.234

#16 · Chandrapurcell 4730007571

distance 0.234 · cross-district

#17 · Chandrapurcell 4730009291

distance 0.238 · cross-district

#18 · Bhandaracell 4710000285

distance 0.241

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":4710000787}}}'

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.