Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004248

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003828

distance 0.173

#2 · Amravaticell 4680003752

distance 0.174

#3 · Akolacell 4670003432

distance 0.175 · cross-district

#4 · Amravaticell 4680002036

distance 0.181

#5 · Akolacell 4670004365

distance 0.184 · cross-district

#6 · Amravaticell 4680001708

distance 0.186

#7 · Amravaticell 4680003342

distance 0.187

#8 · Amravaticell 4680003061

distance 0.188

#9 · Amravaticell 4680003149

distance 0.189

#10 · Washimcell 4990004369

distance 0.191 · cross-district

#11 · Amravaticell 4680003637

distance 0.192

#12 · Akolacell 4670003186

distance 0.197 · cross-district

#13 · Akolacell 4670003919

distance 0.197 · cross-district

#14 · Akolacell 4670002683

distance 0.198 · cross-district

#15 · Amravaticell 4680003147

distance 0.198

#16 · Akolacell 4670004501

distance 0.202 · cross-district

#17 · Amravaticell 4680003553

distance 0.204

#18 · Amravaticell 4680003654

distance 0.207

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":4680004248}}}'

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.