Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002152

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001897

distance 0.196 · cross-district

#2 · Bhandaracell 4710002046

distance 0.205

#3 · Bhandaracell 4710002155

distance 0.21

#4 · Bhandaracell 4710002101

distance 0.223

#5 · Bhandaracell 4710002102

distance 0.234

#6 · Bhandaracell 4710001079

distance 0.235

#7 · Bhandaracell 4710002157

distance 0.241

#8 · Bhandaracell 4710003256

distance 0.242

#9 · Bhandaracell 4710003392

distance 0.252

#10 · Bhandaracell 4710002156

distance 0.253

#11 · Bhandaracell 4710002154

distance 0.253

#12 · Bhandaracell 4710002040

distance 0.257

#13 · Bhandaracell 4710002208

distance 0.258

#14 · Bhandaracell 4710001032

distance 0.259

#15 · Bhandaracell 4710002316

distance 0.262

#16 · Bhandaracell 4710001269

distance 0.262

#17 · Bhandaracell 4710003513

distance 0.262

#18 · Bhandaracell 4710003343

distance 0.265

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":4710002152}}}'

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.