Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680008963

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.311

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680006215

distance 0.311

#2 · Sataracell 4940001469

distance 0.312 · cross-district

#3 · Amravaticell 4680009507

distance 0.314

#4 · Wardhacell 4980001952

distance 0.337 · cross-district

#5 · Nagpurcell 4840007425

distance 0.34 · cross-district

#6 · Amravaticell 4680009208

distance 0.345

#7 · Nagpurcell 4840001556

distance 0.346 · cross-district

#8 · Buldhanacell 4720004778

distance 0.351 · cross-district

#9 · Ratnagiricell 4920004790

distance 0.353 · cross-district

#10 · Amravaticell 4680007331

distance 0.354

#11 · Bhandaracell 4710002301

distance 0.356 · cross-district

#12 · Sataracell 4940001382

distance 0.357 · cross-district

#13 · Kolhapurcell 4800002302

distance 0.359 · cross-district

#14 · Beedcell 4700004258

distance 0.362 · cross-district

#15 · Kolhapurcell 4800002392

distance 0.363 · cross-district

#16 · Sataracell 4940001323

distance 0.366 · cross-district

#17 · Amravaticell 4680009212

distance 0.371

#18 · Kolhapurcell 4800002251

distance 0.371 · 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":4680008963}}}'

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.