Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007996

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001874

distance 0.197 · cross-district

#2 · Ahmednagarcell 4660012384

distance 0.225 · cross-district

#3 · Beedcell 4700000325

distance 0.252

#4 · Solapurcell 4960003977

distance 0.253 · cross-district

#5 · Laturcell 4810001960

distance 0.255 · cross-district

#6 · Dharashivcell 4880002503

distance 0.256 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001411

distance 0.258 · cross-district

#8 · Buldhanacell 4720002393

distance 0.261 · cross-district

#9 · Dharashivcell 4880004364

distance 0.278 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000151

distance 0.279 · cross-district

#11 · Beedcell 4700006584

distance 0.283

#12 · Wardhacell 4980001559

distance 0.29 · cross-district

#13 · Buldhanacell 4720001707

distance 0.291 · cross-district

#14 · Parbhanicell 4890003166

distance 0.292 · cross-district

#15 · Buldhanacell 4720000781

distance 0.295 · cross-district

#16 · Solapurcell 4960006447

distance 0.296 · cross-district

#17 · Sanglicell 4930006579

distance 0.297 · cross-district

#18 · Punecell 4900006405

distance 0.299 · 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":4700007996}}}'

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.