Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009042

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.033

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009309

distance 0.033

#2 · Amravaticell 4680009611

distance 0.042

#3 · Amravaticell 4680009792

distance 0.044

#4 · Amravaticell 4680009131

distance 0.046

#5 · Amravaticell 4680009411

distance 0.06

#6 · Amravaticell 4680009709

distance 0.06

#7 · Amravaticell 4680009789

distance 0.062

#8 · Amravaticell 4680009790

distance 0.064

#9 · Amravaticell 4680009794

distance 0.066

#10 · Amravaticell 4680009787

distance 0.069

#11 · Amravaticell 4680009797

distance 0.071

#12 · Amravaticell 4680009317

distance 0.072

#13 · Amravaticell 4680008665

distance 0.073

#14 · Amravaticell 4680008572

distance 0.073

#15 · Amravaticell 4680009610

distance 0.074

#16 · Amravaticell 4680008668

distance 0.076

#17 · Amravaticell 4680009313

distance 0.077

#18 · Amravaticell 4680009312

distance 0.079

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":4680009042}}}'

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.