Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010439

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

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010440

distance 0.192

#2 · Nagpurcell 4840006137

distance 0.214 · cross-district

#3 · Nagpurcell 4840005987

distance 0.214 · cross-district

#4 · Amravaticell 4680010387

distance 0.217

#5 · Nagpurcell 4840006142

distance 0.221 · cross-district

#6 · Nagpurcell 4840006911

distance 0.225 · cross-district

#7 · Nagpurcell 4840007326

distance 0.228 · cross-district

#8 · Bhandaracell 4710000397

distance 0.228 · cross-district

#9 · Amravaticell 4680010332

distance 0.239

#10 · Nagpurcell 4840002251

distance 0.241 · cross-district

#11 · Nagpurcell 4840002081

distance 0.241 · cross-district

#12 · Nagpurcell 4840008054

distance 0.243 · cross-district

#13 · Amravaticell 4680009680

distance 0.244

#14 · Nagpurcell 4840006376

distance 0.244 · cross-district

#15 · Nagpurcell 4840005880

distance 0.245 · cross-district

#16 · Chandrapurcell 4730009376

distance 0.246 · cross-district

#17 · Amravaticell 4680009594

distance 0.247

#18 · Bhandaracell 4710002009

distance 0.247 · 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":4680010439}}}'

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.