Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005591

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005590

distance 0.214

#2 · Buldhanacell 4720004039

distance 0.244 · cross-district

#3 · Solapurcell 4960000727

distance 0.251 · cross-district

#4 · Solapurcell 4960001325

distance 0.254 · cross-district

#5 · Sanglicell 4930004140

distance 0.267

#6 · Beedcell 4700005930

distance 0.278 · cross-district

#7 · Sanglicell 4930005485

distance 0.281

#8 · Solapurcell 4960000222

distance 0.281 · cross-district

#9 · Sanglicell 4930005587

distance 0.283

#10 · Sanglicell 4930003273

distance 0.287

#11 · Solapurcell 4960000136

distance 0.288 · cross-district

#12 · Solapurcell 4960000077

distance 0.288 · cross-district

#13 · Solapurcell 4960000179

distance 0.289 · cross-district

#14 · Sanglicell 4930004144

distance 0.29

#15 · Beedcell 4700005075

distance 0.294 · cross-district

#16 · Sanglicell 4930004731

distance 0.295

#17 · Beedcell 4700005807

distance 0.295 · cross-district

#18 · Sanglicell 4930004143

distance 0.296

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":4930005591}}}'

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.