Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002483

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760004314

distance 0.253 · cross-district

#2 · Bhandaracell 4710003486

distance 0.281

#3 · Wardhacell 4980001659

distance 0.301 · cross-district

#4 · Parbhanicell 4890004810

distance 0.301 · cross-district

#5 · Nagpurcell 4840003908

distance 0.31 · cross-district

#6 · Nagpurcell 4840002470

distance 0.315 · cross-district

#7 · Gondiacell 4760003844

distance 0.32 · cross-district

#8 · Gondiacell 4760003133

distance 0.33 · cross-district

#9 · Bhandaracell 4710002589

distance 0.332

#10 · Gondiacell 4760003841

distance 0.334 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690007135

distance 0.337 · cross-district

#12 · Bhandaracell 4710002725

distance 0.339

#13 · Bhandaracell 4710002480

distance 0.344

#14 · Gondiacell 4760004005

distance 0.347 · cross-district

#15 · Gondiacell 4760001937

distance 0.347 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690006790

distance 0.348 · cross-district

#17 · Gondiacell 4760004367

distance 0.35 · cross-district

#18 · Buldhanacell 4720006030

distance 0.352 · 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":4710002483}}}'

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.