Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004135

The MH-36 locality cells most similar to this Amravati 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 1 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.052

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004134

distance 0.052

#2 · Amravaticell 4680004234

distance 0.061

#3 · Amravaticell 4680004230

distance 0.068

#4 · Amravaticell 4680004132

distance 0.072

#5 · Amravaticell 4680004133

distance 0.11

#6 · Amravaticell 4680004709

distance 0.118

#7 · Amravaticell 4680004417

distance 0.139

#8 · Amravaticell 4680004137

distance 0.15

#9 · Amravaticell 4680004419

distance 0.157

#10 · Amravaticell 4680005230

distance 0.157

#11 · Amravaticell 4680004710

distance 0.158

#12 · Amravaticell 4680004327

distance 0.16

#13 · Amravaticell 4680004233

distance 0.162

#14 · Amravaticell 4680004910

distance 0.172

#15 · Amravaticell 4680004239

distance 0.177

#16 · Amravaticell 4680004246

distance 0.182

#17 · Amravaticell 4680004519

distance 0.183

#18 · Amravaticell 4680005091

distance 0.184

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":468,"cluster_id":4680004135}}}'

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.