Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003209

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003222

distance 0.185

#2 · Beedcell 4700003214

distance 0.185

#3 · Beedcell 4700003394

distance 0.217

#4 · Beedcell 4700005252

distance 0.226

#5 · Solapurcell 4960012178

distance 0.231 · cross-district

#6 · Kolhapurcell 4800003857

distance 0.234 · cross-district

#7 · Beedcell 4700003716

distance 0.235

#8 · Kolhapurcell 4800005207

distance 0.235 · cross-district

#9 · Beedcell 4700007101

distance 0.238

#10 · Beedcell 4700005090

distance 0.24

#11 · Kolhapurcell 4800005122

distance 0.251 · cross-district

#12 · Sanglicell 4930004271

distance 0.251 · cross-district

#13 · Sanglicell 4930002614

distance 0.254 · cross-district

#14 · Beedcell 4700005089

distance 0.255

#15 · Sanglicell 4930003974

distance 0.256 · cross-district

#16 · Sanglicell 4930003596

distance 0.257 · cross-district

#17 · Beedcell 4700004581

distance 0.258

#18 · Sanglicell 4930002427

distance 0.262 · 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":4700003209}}}'

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.