Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002533

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002450

distance 0.122

#2 · Bhandaracell 4710002496

distance 0.134

#3 · Gondiacell 4760002380

distance 0.146 · cross-district

#4 · Bhandaracell 4710002402

distance 0.15

#5 · Gondiacell 4760002312

distance 0.163 · cross-district

#6 · Gondiacell 4760002716

distance 0.164 · cross-district

#7 · Amravaticell 4680008462

distance 0.17 · cross-district

#8 · Bhandaracell 4710002407

distance 0.177

#9 · Amravaticell 4680008002

distance 0.18 · cross-district

#10 · Nagpurcell 4840002663

distance 0.18 · cross-district

#11 · Amravaticell 4680007886

distance 0.181 · cross-district

#12 · Amravaticell 4680008127

distance 0.182 · cross-district

#13 · Amravaticell 4680008131

distance 0.184 · cross-district

#14 · Amravaticell 4680007747

distance 0.186 · cross-district

#15 · Gondiacell 4760002392

distance 0.186 · cross-district

#16 · Bhandaracell 4710002454

distance 0.187

#17 · Amravaticell 4680008011

distance 0.188 · cross-district

#18 · Amravaticell 4680008353

distance 0.19 · 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":4710002533}}}'

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.