Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001903

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

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003447

distance 0.263

#2 · Nagpurcell 4840007954

distance 0.265 · cross-district

#3 · Bhandaracell 4710002799

distance 0.284

#4 · Nagpurcell 4840004011

distance 0.293 · cross-district

#5 · Bhandaracell 4710001367

distance 0.297

#6 · Bhandaracell 4710001463

distance 0.302

#7 · Nagpurcell 4840008575

distance 0.302 · cross-district

#8 · Bhandaracell 4710003625

distance 0.31

#9 · Bhandaracell 4710001845

distance 0.31

#10 · Nagpurcell 4840004841

distance 0.314 · cross-district

#11 · Bhandaracell 4710002429

distance 0.314

#12 · Nagpurcell 4840004057

distance 0.314 · cross-district

#13 · Bhandaracell 4710001416

distance 0.315

#14 · Nagpurcell 4840006731

distance 0.316 · cross-district

#15 · Bhandaracell 4710002069

distance 0.316

#16 · Nagpurcell 4840007425

distance 0.318 · cross-district

#17 · Bhandaracell 4710002893

distance 0.319

#18 · Nagpurcell 4840006827

distance 0.32 · 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":4710001903}}}'

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.