Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003593

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

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003437

distance 0.177

#2 · Bhandaracell 4710003396

distance 0.222

#3 · Bhandaracell 4710003262

distance 0.234

#4 · Bhandaracell 4710003271

distance 0.234

#5 · Bhandaracell 4710003408

distance 0.235

#6 · Gondiacell 4760002568

distance 0.239 · cross-district

#7 · Bhandaracell 4710003441

distance 0.243

#8 · Gondiacell 4760002411

distance 0.244 · cross-district

#9 · Gondiacell 4760004123

distance 0.248 · cross-district

#10 · Bhandaracell 4710003450

distance 0.248

#11 · Bhandaracell 4710003392

distance 0.252

#12 · Bhandaracell 4710003513

distance 0.253

#13 · Bhandaracell 4710003519

distance 0.255

#14 · Bhandaracell 4710003481

distance 0.258

#15 · Bhandaracell 4710003402

distance 0.259

#16 · Bhandaracell 4710003520

distance 0.259

#17 · Bhandaracell 4710001079

distance 0.259

#18 · Bhandaracell 4710003482

distance 0.26

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":4710003593}}}'

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.