Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001643

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001797

distance 0.146

#2 · Beedcell 4700002274

distance 0.176

#3 · Beedcell 4700001472

distance 0.193

#4 · Solapurcell 4960002374

distance 0.195 · cross-district

#5 · Beedcell 4700000270

distance 0.203

#6 · Washimcell 4990000616

distance 0.207 · cross-district

#7 · Nandedcell 4850000388

distance 0.207 · cross-district

#8 · Beedcell 4700000697

distance 0.207

#9 · Beedcell 4700002580

distance 0.209

#10 · Beedcell 4700002261

distance 0.213

#11 · Buldhanacell 4720001396

distance 0.214 · cross-district

#12 · Dharashivcell 4880002735

distance 0.214 · cross-district

#13 · Akolacell 4670000823

distance 0.215 · cross-district

#14 · Kolhapurcell 4800003865

distance 0.215 · cross-district

#15 · Parbhanicell 4890001860

distance 0.216 · cross-district

#16 · Dharashivcell 4880000820

distance 0.216 · cross-district

#17 · Solapurcell 4960005761

distance 0.216 · cross-district

#18 · Dharashivcell 4880000859

distance 0.216 · 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":4700001643}}}'

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.