Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001332

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002269

distance 0.121

#2 · Sanglicell 4930003278

distance 0.125

#3 · Sanglicell 4930000878

distance 0.13

#4 · Solapurcell 4960012472

distance 0.144 · cross-district

#5 · Solapurcell 4960012438

distance 0.152 · cross-district

#6 · Sanglicell 4930000763

distance 0.156

#7 · Sanglicell 4930000674

distance 0.158

#8 · Sanglicell 4930002134

distance 0.162

#9 · Solapurcell 4960000831

distance 0.167 · cross-district

#10 · Sanglicell 4930002259

distance 0.172

#11 · Solapurcell 4960004572

distance 0.175 · cross-district

#12 · Solapurcell 4960007103

distance 0.175 · cross-district

#13 · Beedcell 4700001125

distance 0.176 · cross-district

#14 · Solapurcell 4960012404

distance 0.18 · cross-district

#15 · Laturcell 4810001523

distance 0.18 · cross-district

#16 · Laturcell 4810000441

distance 0.181 · cross-district

#17 · Solapurcell 4960000742

distance 0.181 · cross-district

#18 · Beedcell 4700006591

distance 0.184 · 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":4930001332}}}'

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.