Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680002175

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.041

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680001955

distance 0.041

#2 · Amravaticell 4680002285

distance 0.081

#3 · Amravaticell 4680001841

distance 0.086

#4 · Akolacell 4670000254

distance 0.096 · cross-district

#5 · Amravaticell 4680001839

distance 0.097

#6 · Akolacell 4670000344

distance 0.111 · cross-district

#7 · Buldhanacell 4720004702

distance 0.116 · cross-district

#8 · Buldhanacell 4720004247

distance 0.117 · cross-district

#9 · Akolacell 4670000227

distance 0.118 · cross-district

#10 · Washimcell 4990003750

distance 0.118 · cross-district

#11 · Akolacell 4670000295

distance 0.119 · cross-district

#12 · Buldhanacell 4720004328

distance 0.121 · cross-district

#13 · Buldhanacell 4720004402

distance 0.122 · cross-district

#14 · Akolacell 4670000171

distance 0.122 · cross-district

#15 · Akolacell 4670000264

distance 0.122 · cross-district

#16 · Buldhanacell 4720004327

distance 0.123 · cross-district

#17 · Buldhanacell 4720004401

distance 0.124 · cross-district

#18 · Akolacell 4670000141

distance 0.125 · 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":4680002175}}}'

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.