Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010397

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010395

distance 0.083

#2 · Amravaticell 4680010235

distance 0.107

#3 · Amravaticell 4680010053

distance 0.147

#4 · Amravaticell 4680010343

distance 0.155

#5 · Amravaticell 4680010057

distance 0.19

#6 · Amravaticell 4680010398

distance 0.214

#7 · Amravaticell 4680010547

distance 0.218

#8 · Amravaticell 4680010344

distance 0.22

#9 · Amravaticell 4680010342

distance 0.221

#10 · Amravaticell 4680010237

distance 0.224

#11 · Amravaticell 4680010175

distance 0.226

#12 · Akolacell 4670004609

distance 0.226 · cross-district

#13 · Amravaticell 4680010293

distance 0.228

#14 · Amravaticell 4680010394

distance 0.23

#15 · Amravaticell 4680010176

distance 0.23

#16 · Amravaticell 4680010174

distance 0.231

#17 · Amravaticell 4680010528

distance 0.231

#18 · Amravaticell 4680010178

distance 0.233

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":4680010397}}}'

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.