Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003265

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002630

distance 0.283

#2 · Nagpurcell 4840003134

distance 0.305 · cross-district

#3 · Bhandaracell 4710001021

distance 0.321

#4 · Nagpurcell 4840003791

distance 0.327 · cross-district

#5 · Bhandaracell 4710001705

distance 0.342

#6 · Nagpurcell 4840008354

distance 0.342 · cross-district

#7 · Bhandaracell 4710002861

distance 0.35

#8 · Bhandaracell 4710002428

distance 0.352

#9 · Nagpurcell 4840007422

distance 0.357 · cross-district

#10 · Bhandaracell 4710003572

distance 0.36

#11 · Bhandaracell 4710001451

distance 0.361

#12 · Bhandaracell 4710002351

distance 0.361

#13 · Nagpurcell 4840002842

distance 0.363 · cross-district

#14 · Nagpurcell 4840006007

distance 0.364 · cross-district

#15 · Bhandaracell 4710002125

distance 0.368

#16 · Nagpurcell 4840006925

distance 0.37 · cross-district

#17 · Nagpurcell 4840001551

distance 0.381 · cross-district

#18 · Bhandaracell 4710001611

distance 0.381

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":4710003265}}}'

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.