Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002521

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005545

distance 0.199

#2 · Solapurcell 4960009548

distance 0.214 · cross-district

#3 · Beedcell 4700001410

distance 0.217

#4 · Sanglicell 4930000764

distance 0.228 · cross-district

#5 · Sanglicell 4930003109

distance 0.229 · cross-district

#6 · Sanglicell 4930002081

distance 0.237 · cross-district

#7 · Dhulecell 4740000269

distance 0.239 · cross-district

#8 · Laturcell 4810003256

distance 0.239 · cross-district

#9 · Solapurcell 4960010728

distance 0.245 · cross-district

#10 · Beedcell 4700006232

distance 0.245

#11 · Laturcell 4810002950

distance 0.248 · cross-district

#12 · Solapurcell 4960011097

distance 0.248 · cross-district

#13 · Solapurcell 4960011266

distance 0.253 · cross-district

#14 · Sanglicell 4930004594

distance 0.253 · cross-district

#15 · Dharashivcell 4880001810

distance 0.256 · cross-district

#16 · Solapurcell 4960011024

distance 0.261 · cross-district

#17 · Laturcell 4810003072

distance 0.263 · cross-district

#18 · Sanglicell 4930004124

distance 0.264 · 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":4700002521}}}'

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.