Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003535

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003536

distance 0.164

#2 · Bhandaracell 4710003187

distance 0.202

#3 · Bhandaracell 4710003276

distance 0.237

#4 · Bhandaracell 4710001050

distance 0.238

#5 · Gondiacell 4760001860

distance 0.238 · cross-district

#6 · Gondiacell 4760004124

distance 0.248 · cross-district

#7 · Bhandaracell 4710003255

distance 0.249

#8 · Bhandaracell 4710001411

distance 0.249

#9 · Bhandaracell 4710001492

distance 0.253

#10 · Bhandaracell 4710003385

distance 0.254

#11 · Gondiacell 4760004078

distance 0.258 · cross-district

#12 · Bhandaracell 4710001225

distance 0.261

#13 · Bhandaracell 4710001760

distance 0.262

#14 · Gondiacell 4760002039

distance 0.263 · cross-district

#15 · Bhandaracell 4710002169

distance 0.264

#16 · Nagpurcell 4840002760

distance 0.264 · cross-district

#17 · Bhandaracell 4710003339

distance 0.265

#18 · Bhandaracell 4710002039

distance 0.269

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":4710003535}}}'

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.