Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009682

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009490

distance 0.174

#2 · Amravaticell 4680009492

distance 0.184

#3 · Nagpurcell 4840006279

distance 0.194 · cross-district

#4 · Bhandaracell 4710002840

distance 0.209 · cross-district

#5 · Amravaticell 4680009026

distance 0.215

#6 · Amravaticell 4680008848

distance 0.216

#7 · Nagpurcell 4840002948

distance 0.217 · cross-district

#8 · Nagpurcell 4840002112

distance 0.22 · cross-district

#9 · Gondiacell 4760003031

distance 0.22 · cross-district

#10 · Amravaticell 4680009680

distance 0.225

#11 · Gondiacell 4760003113

distance 0.227 · cross-district

#12 · Bhandaracell 4710001510

distance 0.227 · cross-district

#13 · Amravaticell 4680008342

distance 0.227

#14 · Nagpurcell 4840008355

distance 0.227 · cross-district

#15 · Bhandaracell 4710002870

distance 0.229 · cross-district

#16 · Amravaticell 4680009589

distance 0.238

#17 · Nagpurcell 4840006386

distance 0.24 · cross-district

#18 · Bhandaracell 4710001321

distance 0.241 · 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":4680009682}}}'

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.