Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004965

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000842

distance 0.202

#2 · Sanglicell 4930001177

distance 0.219

#3 · Sanglicell 4930000646

distance 0.238

#4 · Sanglicell 4930005084

distance 0.238

#5 · Sanglicell 4930004810

distance 0.239

#6 · Sanglicell 4930002038

distance 0.249

#7 · Sanglicell 4930001422

distance 0.253

#8 · Ahmednagarcell 4660000596

distance 0.26 · cross-district

#9 · Sanglicell 4930002554

distance 0.262

#10 · Nashikcell 4870004708

distance 0.263 · cross-district

#11 · Sanglicell 4930001062

distance 0.263

#12 · Chhatrapati Sambhajinagarcell 4690000971

distance 0.265 · cross-district

#13 · Solapurcell 4960004096

distance 0.268 · cross-district

#14 · Sanglicell 4930004823

distance 0.276

#15 · Sanglicell 4930001430

distance 0.278

#16 · Nashikcell 4870006009

distance 0.28 · cross-district

#17 · Solapurcell 4960007474

distance 0.282 · cross-district

#18 · Solapurcell 4960009511

distance 0.288 · 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":4930004965}}}'

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.