Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002249

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760002957

distance 0.147 · cross-district

#2 · Nagpurcell 4840003419

distance 0.166 · cross-district

#3 · Bhandaracell 4710002640

distance 0.188

#4 · Gondiacell 4760001878

distance 0.196 · cross-district

#5 · Gondiacell 4760002228

distance 0.197 · cross-district

#6 · Bhandaracell 4710001146

distance 0.207

#7 · Amravaticell 4680008444

distance 0.213 · cross-district

#8 · Gondiacell 4760003739

distance 0.217 · cross-district

#9 · Bhandaracell 4710001975

distance 0.224

#10 · Bhandaracell 4710000883

distance 0.227

#11 · Bhandaracell 4710002545

distance 0.227

#12 · Gondiacell 4760003796

distance 0.227 · cross-district

#13 · Gondiacell 4760002375

distance 0.233 · cross-district

#14 · Bhandaracell 4710002524

distance 0.233

#15 · Gondiacell 4760002786

distance 0.236 · cross-district

#16 · Bhandaracell 4710002246

distance 0.236

#17 · Bhandaracell 4710002567

distance 0.236

#18 · Bhandaracell 4710003571

distance 0.24

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":4710002249}}}'

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.