Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009643

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720008253

distance 0.183 · cross-district

#2 · Amravaticell 4680009445

distance 0.195

#3 · Buldhanacell 4720008228

distance 0.232 · cross-district

#4 · Buldhanacell 4720008229

distance 0.237 · cross-district

#5 · Amravaticell 4680009641

distance 0.238

#6 · Amravaticell 4680009812

distance 0.244

#7 · Akolacell 4670000190

distance 0.26 · cross-district

#8 · Sataracell 4940000396

distance 0.262 · cross-district

#9 · Amravaticell 4680009644

distance 0.262

#10 · Nashikcell 4870008048

distance 0.263 · cross-district

#11 · Nashikcell 4870009600

distance 0.268 · cross-district

#12 · Beedcell 4700004096

distance 0.269 · cross-district

#13 · Sataracell 4940000368

distance 0.27 · cross-district

#14 · Nashikcell 4870009342

distance 0.27 · cross-district

#15 · Sataracell 4940000358

distance 0.271 · cross-district

#16 · Amravaticell 4680010434

distance 0.272

#17 · Nashikcell 4870009347

distance 0.274 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690005884

distance 0.275 · 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":4680009643}}}'

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.