Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680000486

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006098

distance 0.157 · cross-district

#2 · Wardhacell 4980000726

distance 0.177 · cross-district

#3 · Washimcell 4990004136

distance 0.178 · cross-district

#4 · Beedcell 4700007054

distance 0.181 · cross-district

#5 · Buldhanacell 4720005451

distance 0.181 · cross-district

#6 · Washimcell 4990003293

distance 0.181 · cross-district

#7 · Nagpurcell 4840002178

distance 0.182 · cross-district

#8 · Amravaticell 4680000464

distance 0.183

#9 · Wardhacell 4980000336

distance 0.184 · cross-district

#10 · Buldhanacell 4720006558

distance 0.184 · cross-district

#11 · Beedcell 4700004140

distance 0.187 · cross-district

#12 · Washimcell 4990004234

distance 0.189 · cross-district

#13 · Nagpurcell 4840001900

distance 0.189 · cross-district

#14 · Amravaticell 4680001635

distance 0.189

#15 · Washimcell 4990000807

distance 0.19 · cross-district

#16 · Amravaticell 4680000586

distance 0.191

#17 · Akolacell 4670003634

distance 0.194 · cross-district

#18 · Nagpurcell 4840004943

distance 0.194 · 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":468,"cluster_id":4680000486}}}'

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.