Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680001511

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003096

distance 0.144

#2 · Amravaticell 4680003182

distance 0.148

#3 · Buldhanacell 4720006366

distance 0.157 · cross-district

#4 · Amravaticell 4680001079

distance 0.159

#5 · Akolacell 4670002295

distance 0.162 · cross-district

#6 · Akolacell 4670002467

distance 0.164 · cross-district

#7 · Amravaticell 4680001075

distance 0.165

#8 · Amravaticell 4680001512

distance 0.165

#9 · Buldhanacell 4720005997

distance 0.166 · cross-district

#10 · Buldhanacell 4720006827

distance 0.168 · cross-district

#11 · Akolacell 4670004309

distance 0.17 · cross-district

#12 · Akolacell 4670002334

distance 0.17 · cross-district

#13 · Akolacell 4670001569

distance 0.174 · cross-district

#14 · Buldhanacell 4720007028

distance 0.18 · cross-district

#15 · Akolacell 4670002385

distance 0.182 · cross-district

#16 · Akolacell 4670001636

distance 0.182 · cross-district

#17 · Amravaticell 4680003375

distance 0.184

#18 · Akolacell 4670002635

distance 0.187 · 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":4680001511}}}'

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.