Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680001721

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680001211

distance 0.134

#2 · Amravaticell 4680000993

distance 0.138

#3 · Akolacell 4670003400

distance 0.146 · cross-district

#4 · Amravaticell 4680003876

distance 0.149

#5 · Amravaticell 4680001364

distance 0.151

#6 · Amravaticell 4680001512

distance 0.153

#7 · Buldhanacell 4720006827

distance 0.153 · cross-district

#8 · Amravaticell 4680005641

distance 0.157

#9 · Amravaticell 4680003385

distance 0.157

#10 · Akolacell 4670001279

distance 0.159 · cross-district

#11 · Akolacell 4670004313

distance 0.161 · cross-district

#12 · Akolacell 4670002295

distance 0.165 · cross-district

#13 · Amravaticell 4680003182

distance 0.166

#14 · Nagpurcell 4840006501

distance 0.166 · cross-district

#15 · Beedcell 4700003627

distance 0.169 · cross-district

#16 · Akolacell 4670002498

distance 0.17 · cross-district

#17 · Akolacell 4670002022

distance 0.173 · cross-district

#18 · Akolacell 4670003599

distance 0.175 · 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":4680001721}}}'

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.