Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005274

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660011609

distance 0.187 · cross-district

#2 · Sanglicell 4930005017

distance 0.216

#3 · Nandedcell 4850008317

distance 0.217 · cross-district

#4 · Dharashivcell 4880006189

distance 0.246 · cross-district

#5 · Sanglicell 4930001949

distance 0.248

#6 · Sanglicell 4930003668

distance 0.249

#7 · Dharashivcell 4880003056

distance 0.251 · cross-district

#8 · Dharashivcell 4880003002

distance 0.255 · cross-district

#9 · Sanglicell 4930005018

distance 0.255

#10 · Sanglicell 4930003472

distance 0.258

#11 · Dharashivcell 4880003057

distance 0.258 · cross-district

#12 · Solapurcell 4960007109

distance 0.264 · cross-district

#13 · Nandedcell 4850002354

distance 0.265 · cross-district

#14 · Washimcell 4990001920

distance 0.266 · cross-district

#15 · Nandedcell 4850001465

distance 0.267 · cross-district

#16 · Dharashivcell 4880002490

distance 0.267 · cross-district

#17 · Dharashivcell 4880002081

distance 0.269 · cross-district

#18 · Ahmednagarcell 4660001129

distance 0.269 · 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":4930005274}}}'

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.