Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002557

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 13 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.326

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005063

distance 0.326 · cross-district

#2 · Kolhapurcell 4800004700

distance 0.332 · cross-district

#3 · Sanglicell 4930000348

distance 0.342 · cross-district

#4 · Solapurcell 4960004757

distance 0.343 · cross-district

#5 · Jalgaoncell 4780005750

distance 0.346 · cross-district

#6 · Yavatmalcell 5000006271

distance 0.356 · cross-district

#7 · Jalnacell 4790003786

distance 0.356 · cross-district

#8 · Beedcell 4700005698

distance 0.364

#9 · Washimcell 4990001204

distance 0.368 · cross-district

#10 · Solapurcell 4960004905

distance 0.368 · cross-district

#11 · Jalgaoncell 4780005611

distance 0.376 · cross-district

#12 · Washimcell 4990001308

distance 0.382 · cross-district

#13 · Ahmednagarcell 4660005926

distance 0.383 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002892

distance 0.385 · cross-district

#15 · Solapurcell 4960011182

distance 0.399 · cross-district

#16 · Chandrapurcell 4730003183

distance 0.399 · cross-district

#17 · Amravaticell 4680001308

distance 0.404 · cross-district

#18 · Wardhacell 4980002640

distance 0.407 · 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":4700002557}}}'

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.