Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008238

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 · Beedcell 4700008237

distance 0.157

#2 · Beedcell 4700008156

distance 0.196

#3 · Beedcell 4700007498

distance 0.222

#4 · Dhulecell 4740002509

distance 0.229 · cross-district

#5 · Beedcell 4700004910

distance 0.235

#6 · Solapurcell 4960012419

distance 0.238 · cross-district

#7 · Beedcell 4700007289

distance 0.242

#8 · Beedcell 4700008801

distance 0.243

#9 · Beedcell 4700007409

distance 0.251

#10 · Beedcell 4700002700

distance 0.253

#11 · Beedcell 4700002248

distance 0.253

#12 · Ahmednagarcell 4660006569

distance 0.257 · cross-district

#13 · Sanglicell 4930003804

distance 0.257 · cross-district

#14 · Dharashivcell 4880004881

distance 0.259 · cross-district

#15 · Beedcell 4700007387

distance 0.261

#16 · Parbhanicell 4890000366

distance 0.264 · cross-district

#17 · Ahmednagarcell 4660006112

distance 0.265 · cross-district

#18 · Buldhanacell 4720000183

distance 0.265 · 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":4700008238}}}'

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.