Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680005331

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680006634

distance 0.115

#2 · Amravaticell 4680005332

distance 0.126

#3 · Amravaticell 4680007514

distance 0.131

#4 · Nagpurcell 4840006921

distance 0.146 · cross-district

#5 · Amravaticell 4680005241

distance 0.16

#6 · Buldhanacell 4720004856

distance 0.16 · cross-district

#7 · Amravaticell 4680005328

distance 0.161

#8 · Nagpurcell 4840007591

distance 0.162 · cross-district

#9 · Amravaticell 4680005206

distance 0.162

#10 · Amravaticell 4680005362

distance 0.163

#11 · Amravaticell 4680007519

distance 0.163

#12 · Amravaticell 4680007515

distance 0.166

#13 · Amravaticell 4680002176

distance 0.167

#14 · Buldhanacell 4720008234

distance 0.167 · cross-district

#15 · Amravaticell 4680007355

distance 0.17

#16 · Hingolicell 4770001817

distance 0.171 · cross-district

#17 · Akolacell 4670004683

distance 0.173 · cross-district

#18 · Buldhanacell 4720004637

distance 0.174 · 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":4680005331}}}'

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.