Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006840

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

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000783

distance 0.198

#2 · Buldhanacell 4720002399

distance 0.201 · cross-district

#3 · Sanglicell 4930001330

distance 0.203 · cross-district

#4 · Beedcell 4700005882

distance 0.211

#5 · Dharashivcell 4880003429

distance 0.226 · cross-district

#6 · Nandedcell 4850004399

distance 0.23 · cross-district

#7 · Sanglicell 4930003281

distance 0.235 · cross-district

#8 · Parbhanicell 4890002098

distance 0.244 · cross-district

#9 · Beedcell 4700007246

distance 0.249

#10 · Solapurcell 4960012343

distance 0.254 · cross-district

#11 · Sanglicell 4930002723

distance 0.254 · cross-district

#12 · Sanglicell 4930002585

distance 0.256 · cross-district

#13 · Laturcell 4810004027

distance 0.256 · cross-district

#14 · Sanglicell 4930003105

distance 0.258 · cross-district

#15 · Beedcell 4700008564

distance 0.258

#16 · Jalnacell 4790003973

distance 0.259 · cross-district

#17 · Sanglicell 4930002081

distance 0.266 · cross-district

#18 · Laturcell 4810002413

distance 0.267 · 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":4700006840}}}'

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.