Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005821

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001069

distance 0.248 · cross-district

#2 · Sanglicell 4930003190

distance 0.292

#3 · Sanglicell 4930005309

distance 0.299

#4 · Sanglicell 4930005529

distance 0.303

#5 · Solapurcell 4960000955

distance 0.317 · cross-district

#6 · Sataracell 4940000830

distance 0.32 · cross-district

#7 · Sanglicell 4930002838

distance 0.321

#8 · Solapurcell 4960007887

distance 0.322 · cross-district

#9 · Nashikcell 4870000418

distance 0.324 · cross-district

#10 · Sanglicell 4930004648

distance 0.326

#11 · Chhatrapati Sambhajinagarcell 4690002064

distance 0.329 · cross-district

#12 · Dharashivcell 4880000695

distance 0.329 · cross-district

#13 · Ahmednagarcell 4660007491

distance 0.336 · cross-district

#14 · Solapurcell 4960008203

distance 0.337 · cross-district

#15 · Washimcell 4990000227

distance 0.339 · cross-district

#16 · Sataracell 4940002082

distance 0.342 · cross-district

#17 · Sataracell 4940000949

distance 0.343 · cross-district

#18 · Washimcell 4990003920

distance 0.344 · 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":4930005821}}}'

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.