Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005490

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004295

distance 0.139

#2 · Solapurcell 4960000107

distance 0.148 · cross-district

#3 · Sanglicell 4930006441

distance 0.155

#4 · Sanglicell 4930004142

distance 0.156

#5 · Solapurcell 4960000473

distance 0.165 · cross-district

#6 · Solapurcell 4960004503

distance 0.172 · cross-district

#7 · Solapurcell 4960000941

distance 0.182 · cross-district

#8 · Sanglicell 4930005016

distance 0.182

#9 · Solapurcell 4960005379

distance 0.182 · cross-district

#10 · Beedcell 4700004359

distance 0.189 · cross-district

#11 · Dharashivcell 4880000270

distance 0.196 · cross-district

#12 · Ahmednagarcell 4660000810

distance 0.198 · cross-district

#13 · Nashikcell 4870011588

distance 0.199 · cross-district

#14 · Sanglicell 4930004445

distance 0.199

#15 · Ahmednagarcell 4660001087

distance 0.199 · cross-district

#16 · Dharashivcell 4880001550

distance 0.204 · cross-district

#17 · Solapurcell 4960000791

distance 0.205 · cross-district

#18 · Sanglicell 4930006509

distance 0.205

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":4930005490}}}'

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.