Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008580

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

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003361

distance 0.214 · cross-district

#2 · Washimcell 4990001960

distance 0.231 · cross-district

#3 · Amravaticell 4680002289

distance 0.254 · cross-district

#4 · Washimcell 4990003203

distance 0.257 · cross-district

#5 · Beedcell 4700006320

distance 0.257

#6 · Yavatmalcell 5000010646

distance 0.264 · cross-district

#7 · Yavatmalcell 5000008595

distance 0.265 · cross-district

#8 · Washimcell 4990002353

distance 0.267 · cross-district

#9 · Washimcell 4990003766

distance 0.268 · cross-district

#10 · Washimcell 4990004239

distance 0.27 · cross-district

#11 · Washimcell 4990003793

distance 0.277 · cross-district

#12 · Beedcell 4700007966

distance 0.281

#13 · Washimcell 4990002498

distance 0.282 · cross-district

#14 · Washimcell 4990003054

distance 0.282 · cross-district

#15 · Jalnacell 4790002866

distance 0.283 · cross-district

#16 · Ahmednagarcell 4660001058

distance 0.288 · cross-district

#17 · Yavatmalcell 5000005031

distance 0.291 · cross-district

#18 · Akolacell 4670003701

distance 0.298 · 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":4700008580}}}'

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.