Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001632

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002858

distance 0.205 · cross-district

#2 · Nagpurcell 4840002022

distance 0.244 · cross-district

#3 · Bhandaracell 4710001741

distance 0.259

#4 · Gondiacell 4760003364

distance 0.264 · cross-district

#5 · Bhandaracell 4710001796

distance 0.279

#6 · Bhandaracell 4710001964

distance 0.296

#7 · Bhandaracell 4710001851

distance 0.299

#8 · Nagpurcell 4840003147

distance 0.315 · cross-district

#9 · Gondiacell 4760003286

distance 0.321 · cross-district

#10 · Bhandaracell 4710001491

distance 0.327

#11 · Bhandaracell 4710001797

distance 0.341

#12 · Bhandaracell 4710003496

distance 0.341

#13 · Nagpurcell 4840003241

distance 0.345 · cross-district

#14 · Gondiacell 4760003287

distance 0.346 · cross-district

#15 · Bhandaracell 4710001002

distance 0.347

#16 · Nagpurcell 4840001483

distance 0.347 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005163

distance 0.356 · cross-district

#18 · Nagpurcell 4840002856

distance 0.367 · cross-district

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":4710001632}}}'

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.