Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004587

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005130

distance 0.153

#2 · Sanglicell 4930004728

distance 0.162

#3 · Solapurcell 4960000584

distance 0.185 · cross-district

#4 · Solapurcell 4960000658

distance 0.206 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001426

distance 0.216 · cross-district

#6 · Solapurcell 4960008619

distance 0.216 · cross-district

#7 · Solapurcell 4960002553

distance 0.221 · cross-district

#8 · Solapurcell 4960000399

distance 0.227 · cross-district

#9 · Solapurcell 4960003251

distance 0.228 · cross-district

#10 · Solapurcell 4960000338

distance 0.232 · cross-district

#11 · Solapurcell 4960004384

distance 0.234 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001880

distance 0.235 · cross-district

#13 · Parbhanicell 4890003291

distance 0.236 · cross-district

#14 · Solapurcell 4960001556

distance 0.236 · cross-district

#15 · Solapurcell 4960000657

distance 0.239 · cross-district

#16 · Jalgaoncell 4780001431

distance 0.244 · cross-district

#17 · Dharashivcell 4880004002

distance 0.244 · cross-district

#18 · Sanglicell 4930005587

distance 0.246

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":4930004587}}}'

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.