Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003926

The MH-36 locality cells most similar to this Sangli 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000470

distance 0.219

#2 · Sanglicell 4930002390

distance 0.229

#3 · Sanglicell 4930003737

distance 0.251

#4 · Beedcell 4700000482

distance 0.256 · cross-district

#5 · Sanglicell 4930000299

distance 0.257

#6 · Kolhapurcell 4800005541

distance 0.263 · cross-district

#7 · Solapurcell 4960000095

distance 0.263 · cross-district

#8 · Sanglicell 4930003731

distance 0.272

#9 · Sanglicell 4930003931

distance 0.28

#10 · Sanglicell 4930002219

distance 0.289

#11 · Sanglicell 4930002770

distance 0.292

#12 · Dharashivcell 4880001067

distance 0.294 · cross-district

#13 · Nashikcell 4870003703

distance 0.297 · cross-district

#14 · Solapurcell 4960003269

distance 0.301 · cross-district

#15 · Nandedcell 4850000096

distance 0.302 · cross-district

#16 · Dharashivcell 4880000390

distance 0.304 · cross-district

#17 · Dharashivcell 4880000391

distance 0.304 · cross-district

#18 · Kolhapurcell 4800005775

distance 0.305 · 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":493,"cluster_id":4930003926}}}'

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.