Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005259

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Dhulecell 4740000871

distance 0.277 · cross-district

#2 · Kolhapurcell 4800004252

distance 0.305 · cross-district

#3 · Sanglicell 4930000254

distance 0.306 · cross-district

#4 · Beedcell 4700008420

distance 0.313

#5 · Beedcell 4700001024

distance 0.315

#6 · Chhatrapati Sambhajinagarcell 4690001402

distance 0.324 · cross-district

#7 · Dhulecell 4740000976

distance 0.328 · cross-district

#8 · Amravaticell 4680001947

distance 0.34 · cross-district

#9 · Jalgaoncell 4780004185

distance 0.349 · cross-district

#10 · Kolhapurcell 4800004019

distance 0.352 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003296

distance 0.356 · cross-district

#12 · Ahmednagarcell 4660005351

distance 0.359 · cross-district

#13 · Kolhapurcell 4800003537

distance 0.359 · cross-district

#14 · Laturcell 4810003168

distance 0.364 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002274

distance 0.367 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002698

distance 0.373 · cross-district

#17 · Ahmednagarcell 4660002587

distance 0.376 · cross-district

#18 · Sanglicell 4930000402

distance 0.377 · 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":4700005259}}}'

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.