Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002450

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760002380

distance 0.069 · cross-district

#2 · Gondiacell 4760002451

distance 0.117 · cross-district

#3 · Bhandaracell 4710002533

distance 0.122

#4 · Gondiacell 4760002379

distance 0.144 · cross-district

#5 · Bhandaracell 4710002402

distance 0.147

#6 · Bhandaracell 4710001224

distance 0.158

#7 · Amravaticell 4680008004

distance 0.161 · cross-district

#8 · Amravaticell 4680007876

distance 0.161 · cross-district

#9 · Bhandaracell 4710002407

distance 0.165

#10 · Amravaticell 4680007882

distance 0.167 · cross-district

#11 · Amravaticell 4680008005

distance 0.167 · cross-district

#12 · Bhandaracell 4710002451

distance 0.169

#13 · Amravaticell 4680007879

distance 0.17 · cross-district

#14 · Amravaticell 4680007883

distance 0.173 · cross-district

#15 · Bhandaracell 4710001459

distance 0.178

#16 · Amravaticell 4680007878

distance 0.18 · cross-district

#17 · Amravaticell 4680008012

distance 0.181 · cross-district

#18 · Amravaticell 4680008459

distance 0.181 · 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":4710002450}}}'

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.