Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000482

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000470

distance 0.248 · cross-district

#2 · Sanglicell 4930003926

distance 0.256 · cross-district

#3 · Dharashivcell 4880000391

distance 0.257 · cross-district

#4 · Kolhapurcell 4800005541

distance 0.262 · cross-district

#5 · Sanglicell 4930002770

distance 0.272 · cross-district

#6 · Dharashivcell 4880001971

distance 0.28 · cross-district

#7 · Solapurcell 4960000095

distance 0.284 · cross-district

#8 · Beedcell 4700008446

distance 0.292

#9 · Jalnacell 4790004126

distance 0.298 · cross-district

#10 · Nandedcell 4850000267

distance 0.304 · cross-district

#11 · Dharashivcell 4880000895

distance 0.304 · cross-district

#12 · Yavatmalcell 5000006408

distance 0.31 · cross-district

#13 · Dharashivcell 4880001067

distance 0.316 · cross-district

#14 · Jalgaoncell 4780005732

distance 0.317 · cross-district

#15 · Beedcell 4700007885

distance 0.32

#16 · Dharashivcell 4880001006

distance 0.322 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004412

distance 0.323 · cross-district

#18 · Solapurcell 4960005470

distance 0.323 · 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":4700000482}}}'

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.