Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680003333

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.036

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002828

distance 0.036

#2 · Amravaticell 4680003724

distance 0.038

#3 · Amravaticell 4680003330

distance 0.073

#4 · Amravaticell 4680004120

distance 0.077

#5 · Amravaticell 4680003039

distance 0.079

#6 · Amravaticell 4680003431

distance 0.095

#7 · Amravaticell 4680002934

distance 0.097

#8 · Amravaticell 4680002425

distance 0.099

#9 · Amravaticell 4680003533

distance 0.1

#10 · Amravaticell 4680001902

distance 0.118

#11 · Akolacell 4670003589

distance 0.119 · cross-district

#12 · Amravaticell 4680002831

distance 0.119

#13 · Amravaticell 4680005037

distance 0.12

#14 · Amravaticell 4680002976

distance 0.122

#15 · Amravaticell 4680002324

distance 0.122

#16 · Amravaticell 4680004738

distance 0.122

#17 · Amravaticell 4680002326

distance 0.125

#18 · Amravaticell 4680002253

distance 0.129

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":4680003333}}}'

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.