Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007409

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002594

distance 0.157 · cross-district

#2 · Beedcell 4700008156

distance 0.158

#3 · Washimcell 4990002273

distance 0.179 · cross-district

#4 · Beedcell 4700007498

distance 0.183

#5 · Beedcell 4700008801

distance 0.198

#6 · Beedcell 4700006775

distance 0.209

#7 · Jalgaoncell 4780002802

distance 0.21 · cross-district

#8 · Beedcell 4700007289

distance 0.21

#9 · Ahmednagarcell 4660000850

distance 0.211 · cross-district

#10 · Jalnacell 4790000616

distance 0.214 · cross-district

#11 · Ahmednagarcell 4660006571

distance 0.214 · cross-district

#12 · Buldhanacell 4720001883

distance 0.217 · cross-district

#13 · Beedcell 4700007396

distance 0.218

#14 · Beedcell 4700007504

distance 0.219

#15 · Beedcell 4700008627

distance 0.22

#16 · Beedcell 4700008686

distance 0.22

#17 · Jalnacell 4790002428

distance 0.221 · cross-district

#18 · Dharashivcell 4880006182

distance 0.221 · 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":4700007409}}}'

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.