Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006977

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007259

distance 0.188

#2 · Buldhanacell 4720002352

distance 0.191 · cross-district

#3 · Jalnacell 4790002048

distance 0.192 · cross-district

#4 · Parbhanicell 4890000348

distance 0.195 · cross-district

#5 · Ahmednagarcell 4660006445

distance 0.196 · cross-district

#6 · Beedcell 4700007434

distance 0.196

#7 · Chhatrapati Sambhajinagarcell 4690000254

distance 0.196 · cross-district

#8 · Jalnacell 4790002898

distance 0.197 · cross-district

#9 · Jalnacell 4790002138

distance 0.198 · cross-district

#10 · Solapurcell 4960012295

distance 0.205 · cross-district

#11 · Nandedcell 4850008674

distance 0.205 · cross-district

#12 · Buldhanacell 4720001562

distance 0.207 · cross-district

#13 · Jalgaoncell 4780002000

distance 0.21 · cross-district

#14 · Jalnacell 4790002395

distance 0.213 · cross-district

#15 · Beedcell 4700007972

distance 0.215

#16 · Jalnacell 4790001962

distance 0.216 · cross-district

#17 · Beedcell 4700008562

distance 0.218

#18 · Beedcell 4700000475

distance 0.218

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":4700006977}}}'

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.