Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680008317

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680008313

distance 0.206

#2 · Nagpurcell 4840007782

distance 0.212 · cross-district

#3 · Amravaticell 4680009268

distance 0.214

#4 · Amravaticell 4680007843

distance 0.217

#5 · Amravaticell 4680008201

distance 0.232

#6 · Beedcell 4700007768

distance 0.234 · cross-district

#7 · Nagpurcell 4840006856

distance 0.239 · cross-district

#8 · Nagpurcell 4840006409

distance 0.241 · cross-district

#9 · Nagpurcell 4840006535

distance 0.242 · cross-district

#10 · Beedcell 4700008945

distance 0.244 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690008476

distance 0.245 · cross-district

#12 · Parbhanicell 4890000457

distance 0.247 · cross-district

#13 · Amravaticell 4680008722

distance 0.248

#14 · Amravaticell 4680008998

distance 0.252

#15 · Nagpurcell 4840006417

distance 0.254 · cross-district

#16 · Nagpurcell 4840007720

distance 0.256 · cross-district

#17 · Nagpurcell 4840006855

distance 0.257 · cross-district

#18 · Beedcell 4700005744

distance 0.258 · 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":4680008317}}}'

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.