Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680003439

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003841

distance 0.084

#2 · Amravaticell 4680003742

distance 0.087

#3 · Amravaticell 4680004400

distance 0.109

#4 · Amravaticell 4680003642

distance 0.111

#5 · Amravaticell 4680003636

distance 0.113

#6 · Amravaticell 4680003246

distance 0.117

#7 · Amravaticell 4680003462

distance 0.122

#8 · Amravaticell 4680004399

distance 0.129

#9 · Amravaticell 4680004305

distance 0.132

#10 · Buldhanacell 4720007010

distance 0.14 · cross-district

#11 · Akolacell 4670002855

distance 0.141 · cross-district

#12 · Akolacell 4670002351

distance 0.143 · cross-district

#13 · Amravaticell 4680002260

distance 0.145

#14 · Akolacell 4670004050

distance 0.147 · cross-district

#15 · Akolacell 4670004124

distance 0.147 · cross-district

#16 · Washimcell 4990004307

distance 0.15 · cross-district

#17 · Akolacell 4670004229

distance 0.151 · cross-district

#18 · Akolacell 4670004187

distance 0.152 · 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":4680003439}}}'

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.