Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003572

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003545

distance 0.209 · cross-district

#2 · Gondiacell 4760003598

distance 0.249 · cross-district

#3 · Gondiacell 4760004154

distance 0.258 · cross-district

#4 · Bhandaracell 4710003051

distance 0.286

#5 · Gondiacell 4760004010

distance 0.29 · cross-district

#6 · Bhandaracell 4710001690

distance 0.291

#7 · Gondiacell 4760004296

distance 0.301 · cross-district

#8 · Nagpurcell 4840006507

distance 0.304 · cross-district

#9 · Nagpurcell 4840008354

distance 0.308 · cross-district

#10 · Bhandaracell 4710003052

distance 0.315

#11 · Nagpurcell 4840003908

distance 0.317 · cross-district

#12 · Bhandaracell 4710003400

distance 0.319

#13 · Nagpurcell 4840002842

distance 0.339 · cross-district

#14 · Nagpurcell 4840002369

distance 0.345 · cross-district

#15 · Gondiacell 4760004009

distance 0.348 · cross-district

#16 · Gondiacell 4760003706

distance 0.349 · cross-district

#17 · Amravaticell 4680009214

distance 0.349 · cross-district

#18 · Gondiacell 4760003697

distance 0.35 · 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":4710003572}}}'

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.