Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004011

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001788

distance 0.176

#2 · Sanglicell 4930002470

distance 0.194

#3 · Sanglicell 4930003676

distance 0.223

#4 · Sanglicell 4930005597

distance 0.256

#5 · Sanglicell 4930003501

distance 0.261

#6 · Washimcell 4990001735

distance 0.266 · cross-district

#7 · Sanglicell 4930002083

distance 0.267

#8 · Solapurcell 4960004133

distance 0.279 · cross-district

#9 · Beedcell 4700008561

distance 0.283 · cross-district

#10 · Sanglicell 4930004481

distance 0.283

#11 · Beedcell 4700008905

distance 0.284 · cross-district

#12 · Beedcell 4700007965

distance 0.288 · cross-district

#13 · Sanglicell 4930001218

distance 0.289

#14 · Ahmednagarcell 4660005720

distance 0.291 · cross-district

#15 · Beedcell 4700005739

distance 0.293 · cross-district

#16 · Beedcell 4700007203

distance 0.296 · cross-district

#17 · Sanglicell 4930005162

distance 0.299

#18 · Beedcell 4700002634

distance 0.306 · 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":4930004011}}}'

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.