Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680002128

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

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005842

distance 0.169 · cross-district

#2 · Buldhanacell 4720005624

distance 0.173 · cross-district

#3 · Amravaticell 4680001810

distance 0.184

#4 · Buldhanacell 4720006664

distance 0.184 · cross-district

#5 · Amravaticell 4680004556

distance 0.187

#6 · Amravaticell 4680002052

distance 0.189

#7 · Buldhanacell 4720005919

distance 0.189 · cross-district

#8 · Buldhanacell 4720004730

distance 0.193 · cross-district

#9 · Akolacell 4670002434

distance 0.193 · cross-district

#10 · Akolacell 4670001640

distance 0.197 · cross-district

#11 · Parbhanicell 4890003902

distance 0.199 · cross-district

#12 · Buldhanacell 4720005996

distance 0.2 · cross-district

#13 · Akolacell 4670002512

distance 0.201 · cross-district

#14 · Buldhanacell 4720006258

distance 0.201 · cross-district

#15 · Buldhanacell 4720006790

distance 0.203 · cross-district

#16 · Amravaticell 4680003577

distance 0.204

#17 · Amravaticell 4680005041

distance 0.205

#18 · Akolacell 4670002479

distance 0.206 · 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":4680002128}}}'

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.