Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010488

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

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010446

distance 0.314

#2 · Amravaticell 4680010487

distance 0.318

#3 · Nagpurcell 4840007327

distance 0.32 · cross-district

#4 · Gondiacell 4760000420

distance 0.333 · cross-district

#5 · Amravaticell 4680010447

distance 0.334

#6 · Gadchirolicell 4750010909

distance 0.339 · cross-district

#7 · Gadchirolicell 4750012049

distance 0.341 · cross-district

#8 · Nagpurcell 4840006923

distance 0.343 · cross-district

#9 · Gondiacell 4760000717

distance 0.345 · cross-district

#10 · Gondiacell 4760001166

distance 0.347 · cross-district

#11 · Gondiacell 4760000282

distance 0.348 · cross-district

#12 · Gadchirolicell 4750003414

distance 0.349 · cross-district

#13 · Gondiacell 4760000352

distance 0.351 · cross-district

#14 · Gondiacell 4760000154

distance 0.353 · cross-district

#15 · Gondiacell 4760001118

distance 0.359 · cross-district

#16 · Amravaticell 4680010449

distance 0.361

#17 · Amravaticell 4680009975

distance 0.361

#18 · Nagpurcell 4840007609

distance 0.362 · 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":4680010488}}}'

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.