Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003430

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

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002316

distance 0.219

#2 · Bhandaracell 4710001884

distance 0.236

#3 · Bhandaracell 4710001080

distance 0.25

#4 · Bhandaracell 4710002213

distance 0.251

#5 · Gondiacell 4760000787

distance 0.258 · cross-district

#6 · Nagpurcell 4840006623

distance 0.266 · cross-district

#7 · Bhandaracell 4710003434

distance 0.266

#8 · Nagpurcell 4840006514

distance 0.268 · cross-district

#9 · Nagpurcell 4840003903

distance 0.268 · cross-district

#10 · Bhandaracell 4710002928

distance 0.272

#11 · Nagpurcell 4840007833

distance 0.275 · cross-district

#12 · Bhandaracell 4710002157

distance 0.277

#13 · Bhandaracell 4710002925

distance 0.277

#14 · Bhandaracell 4710002152

distance 0.28

#15 · Bhandaracell 4710002104

distance 0.281

#16 · Amravaticell 4680009976

distance 0.282 · cross-district

#17 · Bhandaracell 4710002109

distance 0.283

#18 · Gondiacell 4760000803

distance 0.288 · 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":4710003430}}}'

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.