Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006017

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007438

distance 0.22

#2 · Beedcell 4700005444

distance 0.248

#3 · Beedcell 4700005140

distance 0.259

#4 · Nandedcell 4850004856

distance 0.261 · cross-district

#5 · Beedcell 4700008863

distance 0.267

#6 · Sanglicell 4930000202

distance 0.273 · cross-district

#7 · Beedcell 4700001416

distance 0.285

#8 · Sanglicell 4930001484

distance 0.289 · cross-district

#9 · Jalnacell 4790002133

distance 0.293 · cross-district

#10 · Sanglicell 4930001632

distance 0.294 · cross-district

#11 · Laturcell 4810003361

distance 0.297 · cross-district

#12 · Yavatmalcell 5000008118

distance 0.298 · cross-district

#13 · Jalnacell 4790001796

distance 0.302 · cross-district

#14 · Wardhacell 4980003772

distance 0.304 · cross-district

#15 · Jalnacell 4790002466

distance 0.305 · cross-district

#16 · Jalnacell 4790004401

distance 0.306 · cross-district

#17 · Beedcell 4700007216

distance 0.306

#18 · Solapurcell 4960007728

distance 0.316 · 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":4700006017}}}'

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.