Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004039

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000654

distance 0.211 · cross-district

#2 · Beedcell 4700003538

distance 0.243

#3 · Dharashivcell 4880001297

distance 0.254 · cross-district

#4 · Ahmednagarcell 4660009721

distance 0.269 · cross-district

#5 · Beedcell 4700003380

distance 0.27

#6 · Kolhapurcell 4800005530

distance 0.275 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002286

distance 0.276 · cross-district

#8 · Solapurcell 4960012363

distance 0.281 · cross-district

#9 · Dhulecell 4740002189

distance 0.284 · cross-district

#10 · Ahmednagarcell 4660005553

distance 0.285 · cross-district

#11 · Ahmednagarcell 4660000846

distance 0.286 · cross-district

#12 · Ahmednagarcell 4660007118

distance 0.293 · cross-district

#13 · Ahmednagarcell 4660003510

distance 0.294 · cross-district

#14 · Beedcell 4700004250

distance 0.297

#15 · Ahmednagarcell 4660003989

distance 0.298 · cross-district

#16 · Dharashivcell 4880006265

distance 0.3 · cross-district

#17 · Nandedcell 4850004330

distance 0.304 · cross-district

#18 · Beedcell 4700004219

distance 0.304

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":4700004039}}}'

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.