Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004823

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003232

distance 0.199 · cross-district

#2 · Sanglicell 4930003919

distance 0.214

#3 · Sanglicell 4930005223

distance 0.256

#4 · Sanglicell 4930001422

distance 0.275

#5 · Sanglicell 4930004965

distance 0.276

#6 · Ahmednagarcell 4660007207

distance 0.282 · cross-district

#7 · Sanglicell 4930001062

distance 0.284

#8 · Beedcell 4700005644

distance 0.287 · cross-district

#9 · Sanglicell 4930000739

distance 0.297

#10 · Chhatrapati Sambhajinagarcell 4690001989

distance 0.302 · cross-district

#11 · Sanglicell 4930000842

distance 0.302

#12 · Buldhanacell 4720003577

distance 0.308 · cross-district

#13 · Washimcell 4990003566

distance 0.315 · cross-district

#14 · Ahmednagarcell 4660000165

distance 0.319 · cross-district

#15 · Beedcell 4700006221

distance 0.32 · cross-district

#16 · Solapurcell 4960008431

distance 0.326 · cross-district

#17 · Ahmednagarcell 4660003989

distance 0.326 · cross-district

#18 · Beedcell 4700003062

distance 0.329 · 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":4930004823}}}'

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.