Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002289

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

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002572

distance 0.229 · cross-district

#2 · Bhandaracell 4710003618

distance 0.247

#3 · Bhandaracell 4710002388

distance 0.258

#4 · Nagpurcell 4840001833

distance 0.258 · cross-district

#5 · Bhandaracell 4710001860

distance 0.258

#6 · Gondiacell 4760004344

distance 0.259 · cross-district

#7 · Bhandaracell 4710002524

distance 0.271

#8 · Gondiacell 4760004490

distance 0.276 · cross-district

#9 · Gondiacell 4760004464

distance 0.277 · cross-district

#10 · Bhandaracell 4710003590

distance 0.277

#11 · Gondiacell 4760004214

distance 0.278 · cross-district

#12 · Bhandaracell 4710001684

distance 0.283

#13 · Gondiacell 4760002580

distance 0.286 · cross-district

#14 · Wardhacell 4980002024

distance 0.29 · cross-district

#15 · Gondiacell 4760001863

distance 0.295 · cross-district

#16 · Gondiacell 4760003268

distance 0.295 · cross-district

#17 · Nagpurcell 4840007204

distance 0.295 · cross-district

#18 · Bhandaracell 4710002449

distance 0.295

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":4710002289}}}'

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.