Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006343

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006478

distance 0.178

#2 · Nashikcell 4870007057

distance 0.215 · cross-district

#3 · Sanglicell 4930001873

distance 0.236

#4 · Dharashivcell 4880000582

distance 0.244 · cross-district

#5 · Solapurcell 4960010133

distance 0.249 · cross-district

#6 · Solapurcell 4960001924

distance 0.254 · cross-district

#7 · Sanglicell 4930003051

distance 0.261

#8 · Sanglicell 4930004832

distance 0.263

#9 · Sanglicell 4930006493

distance 0.263

#10 · Dharashivcell 4880001073

distance 0.271 · cross-district

#11 · Sanglicell 4930006056

distance 0.271

#12 · Solapurcell 4960000379

distance 0.273 · cross-district

#13 · Buldhanacell 4720004064

distance 0.274 · cross-district

#14 · Nashikcell 4870003859

distance 0.274 · cross-district

#15 · Solapurcell 4960000813

distance 0.275 · cross-district

#16 · Solapurcell 4960003821

distance 0.275 · cross-district

#17 · Laturcell 4810000086

distance 0.277 · cross-district

#18 · Sanglicell 4930006423

distance 0.278

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":4930006343}}}'

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.