Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003288

The MH-36 locality cells most similar to this Beed 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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003571

distance 0.244 · cross-district

#2 · Laturcell 4810003572

distance 0.269 · cross-district

#3 · Kolhapurcell 4800005028

distance 0.278 · cross-district

#4 · Kolhapurcell 4800004503

distance 0.28 · cross-district

#5 · Beedcell 4700003979

distance 0.288

#6 · Yavatmalcell 5000006988

distance 0.289 · cross-district

#7 · Nagpurcell 4840006007

distance 0.29 · cross-district

#8 · Laturcell 4810003362

distance 0.291 · cross-district

#9 · Kolhapurcell 4800003944

distance 0.293 · cross-district

#10 · Nagpurcell 4840004840

distance 0.293 · cross-district

#11 · Kolhapurcell 4800004424

distance 0.297 · cross-district

#12 · Nagpurcell 4840003369

distance 0.301 · cross-district

#13 · Chandrapurcell 4730001005

distance 0.302 · cross-district

#14 · Nagpurcell 4840005448

distance 0.307 · cross-district

#15 · Jalgaoncell 4780005644

distance 0.31 · cross-district

#16 · Nagpurcell 4840003084

distance 0.311 · cross-district

#17 · Kolhapurcell 4800005844

distance 0.313 · cross-district

#18 · Nagpurcell 4840006006

distance 0.314 · 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":470,"cluster_id":4700003288}}}'

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.