Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680002172

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.377

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670001917

distance 0.377 · cross-district

#2 · Amravaticell 4680002337

distance 0.404

#3 · Amravaticell 4680002382

distance 0.419

#4 · Nagpurcell 4840003963

distance 0.435 · cross-district

#5 · Amravaticell 4680002335

distance 0.454

#6 · Amravaticell 4680001111

distance 0.459

#7 · Nagpurcell 4840006721

distance 0.464 · cross-district

#8 · Nagpurcell 4840004393

distance 0.467 · cross-district

#9 · Amravaticell 4680001611

distance 0.469

#10 · Amravaticell 4680006916

distance 0.471

#11 · Amravaticell 4680001948

distance 0.473

#12 · Buldhanacell 4720006370

distance 0.476 · cross-district

#13 · Chandrapurcell 4730002512

distance 0.48 · cross-district

#14 · Amravaticell 4680002058

distance 0.48

#15 · Nandedcell 4850005061

distance 0.485 · cross-district

#16 · Kolhapurcell 4800004169

distance 0.486 · cross-district

#17 · Solapurcell 4960004448

distance 0.49 · cross-district

#18 · Buldhanacell 4720001644

distance 0.497 · 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":4680002172}}}'

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.