Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009130

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009218

distance 0.086

#2 · Amravaticell 4680009793

distance 0.098

#3 · Amravaticell 4680009620

distance 0.132

#4 · Amravaticell 4680008948

distance 0.141

#5 · Amravaticell 4680008130

distance 0.144

#6 · Amravaticell 4680008858

distance 0.144

#7 · Amravaticell 4680009936

distance 0.148

#8 · Amravaticell 4680009711

distance 0.159

#9 · Amravaticell 4680008765

distance 0.159

#10 · Amravaticell 4680008465

distance 0.165

#11 · Amravaticell 4680008563

distance 0.175

#12 · Amravaticell 4680009948

distance 0.181

#13 · Amravaticell 4680008762

distance 0.183

#14 · Amravaticell 4680009701

distance 0.189

#15 · Amravaticell 4680008565

distance 0.193

#16 · Gondiacell 4760002443

distance 0.199 · cross-district

#17 · Amravaticell 4680008463

distance 0.2

#18 · Amravaticell 4680009865

distance 0.2

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":4680009130}}}'

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.