Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009270

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009827

distance 0.143

#2 · Amravaticell 4680009178

distance 0.148

#3 · Nagpurcell 4840007839

distance 0.158 · cross-district

#4 · Amravaticell 4680009271

distance 0.174

#5 · Nagpurcell 4840007781

distance 0.176 · cross-district

#6 · Amravaticell 4680009269

distance 0.178

#7 · Amravaticell 4680009569

distance 0.178

#8 · Amravaticell 4680009086

distance 0.187

#9 · Nagpurcell 4840007777

distance 0.205 · cross-district

#10 · Amravaticell 4680009472

distance 0.21

#11 · Amravaticell 4680009661

distance 0.216

#12 · Amravaticell 4680008425

distance 0.218

#13 · Amravaticell 4680009663

distance 0.222

#14 · Buldhanacell 4720003140

distance 0.223 · cross-district

#15 · Amravaticell 4680009087

distance 0.226

#16 · Amravaticell 4680008995

distance 0.232

#17 · Nandedcell 4850008802

distance 0.236 · cross-district

#18 · Nandedcell 4850008721

distance 0.237 · 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":4680009270}}}'

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.