Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006366

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005496

distance 0.197 · cross-district

#2 · Beedcell 4700002702

distance 0.203 · cross-district

#3 · Solapurcell 4960000109

distance 0.205 · cross-district

#4 · Solapurcell 4960000635

distance 0.206 · cross-district

#5 · Beedcell 4700000948

distance 0.207 · cross-district

#6 · Ahmednagarcell 4660000659

distance 0.21 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690005931

distance 0.214 · cross-district

#8 · Sanglicell 4930004711

distance 0.215

#9 · Solapurcell 4960000962

distance 0.216 · cross-district

#10 · Solapurcell 4960000471

distance 0.223 · cross-district

#11 · Solapurcell 4960000092

distance 0.224 · cross-district

#12 · Sanglicell 4930006840

distance 0.23

#13 · Chhatrapati Sambhajinagarcell 4690001228

distance 0.238 · cross-district

#14 · Nashikcell 4870006162

distance 0.24 · cross-district

#15 · Ahmednagarcell 4660011711

distance 0.24 · cross-district

#16 · Nashikcell 4870006909

distance 0.24 · cross-district

#17 · Nashikcell 4870006010

distance 0.241 · cross-district

#18 · Nashikcell 4870006751

distance 0.243 · 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":4930006366}}}'

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.