Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004819

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

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001566

distance 0.203 · cross-district

#2 · Buldhanacell 4720001661

distance 0.22 · cross-district

#3 · Laturcell 4810005190

distance 0.229 · cross-district

#4 · Beedcell 4700008969

distance 0.229

#5 · Nandedcell 4850004267

distance 0.238 · cross-district

#6 · Laturcell 4810004317

distance 0.239 · cross-district

#7 · Parbhanicell 4890001318

distance 0.241 · cross-district

#8 · Nandedcell 4850004797

distance 0.247 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690007720

distance 0.253 · cross-district

#10 · Laturcell 4810004241

distance 0.257 · cross-district

#11 · Solapurcell 4960005154

distance 0.258 · cross-district

#12 · Jalnacell 4790000054

distance 0.259 · cross-district

#13 · Washimcell 4990001094

distance 0.26 · cross-district

#14 · Beedcell 4700008809

distance 0.261

#15 · Laturcell 4810002861

distance 0.261 · cross-district

#16 · Kolhapurcell 4800004130

distance 0.262 · cross-district

#17 · Beedcell 4700007208

distance 0.263

#18 · Solapurcell 4960003152

distance 0.266 · 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":4700004819}}}'

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.