Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002295

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003360

distance 0.169 · cross-district

#2 · Bhandaracell 4710002194

distance 0.171

#3 · Bhandaracell 4710002243

distance 0.179

#4 · Gondiacell 4760004217

distance 0.202 · cross-district

#5 · Gondiacell 4760003205

distance 0.203 · cross-district

#6 · Bhandaracell 4710001052

distance 0.204

#7 · Gondiacell 4760003129

distance 0.211 · cross-district

#8 · Amravaticell 4680008944

distance 0.211 · cross-district

#9 · Bhandaracell 4710002244

distance 0.214

#10 · Bhandaracell 4710001081

distance 0.223

#11 · Gondiacell 4760002266

distance 0.225 · cross-district

#12 · Gondiacell 4760003946

distance 0.226 · cross-district

#13 · Bhandaracell 4710002343

distance 0.228

#14 · Nagpurcell 4840001903

distance 0.231 · cross-district

#15 · Bhandaracell 4710002191

distance 0.233

#16 · Gondiacell 4760002237

distance 0.235 · cross-district

#17 · Bhandaracell 4710001234

distance 0.236

#18 · Bhandaracell 4710001415

distance 0.237

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":4710002295}}}'

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.