Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004449

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004645

distance 0.125

#2 · Akolacell 4670000941

distance 0.14 · cross-district

#3 · Akolacell 4670001752

distance 0.142 · cross-district

#4 · Akolacell 4670001981

distance 0.145 · cross-district

#5 · Amravaticell 4680004740

distance 0.146

#6 · Akolacell 4670002139

distance 0.146 · cross-district

#7 · Amravaticell 4680004637

distance 0.148

#8 · Amravaticell 4680002545

distance 0.151

#9 · Amravaticell 4680004260

distance 0.152

#10 · Akolacell 4670003322

distance 0.153 · cross-district

#11 · Amravaticell 4680004644

distance 0.153

#12 · Akolacell 4670001902

distance 0.155 · cross-district

#13 · Amravaticell 4680004547

distance 0.161

#14 · Amravaticell 4680002004

distance 0.163

#15 · Buldhanacell 4720004741

distance 0.163 · cross-district

#16 · Amravaticell 4680004742

distance 0.165

#17 · Amravaticell 4680004546

distance 0.165

#18 · Buldhanacell 4720004589

distance 0.167 · 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":4680004449}}}'

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.