Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001682

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003147

distance 0.309 · cross-district

#2 · Dharashivcell 4880004066

distance 0.38 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690005079

distance 0.385 · cross-district

#4 · Nagpurcell 4840003148

distance 0.391 · cross-district

#5 · Gondiacell 4760003286

distance 0.4 · cross-district

#6 · Bhandaracell 4710001632

distance 0.411

#7 · Nagpurcell 4840003051

distance 0.413 · cross-district

#8 · Nagpurcell 4840001099

distance 0.428 · cross-district

#9 · Bhandaracell 4710001500

distance 0.441

#10 · Gondiacell 4760003287

distance 0.446 · cross-district

#11 · Nagpurcell 4840002022

distance 0.454 · cross-district

#12 · Bhandaracell 4710001741

distance 0.455

#13 · Chhatrapati Sambhajinagarcell 4690005163

distance 0.456 · cross-district

#14 · Bhandaracell 4710002389

distance 0.461

#15 · Bhandaracell 4710001964

distance 0.463

#16 · Bhandaracell 4710002022

distance 0.472

#17 · Chhatrapati Sambhajinagarcell 4690005078

distance 0.48 · cross-district

#18 · Nagpurcell 4840003241

distance 0.491 · 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":4710001682}}}'

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.