Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004013

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002808

distance 0.111

#2 · Sanglicell 4930004474

distance 0.16

#3 · Solapurcell 4960000823

distance 0.171 · cross-district

#4 · Solapurcell 4960000607

distance 0.187 · cross-district

#5 · Solapurcell 4960000822

distance 0.198 · cross-district

#6 · Sanglicell 4930004476

distance 0.205

#7 · Solapurcell 4960002593

distance 0.205 · cross-district

#8 · Sanglicell 4930003316

distance 0.206

#9 · Sanglicell 4930004336

distance 0.209

#10 · Sanglicell 4930002628

distance 0.212

#11 · Sanglicell 4930005018

distance 0.214

#12 · Solapurcell 4960000824

distance 0.215 · cross-district

#13 · Sanglicell 4930003320

distance 0.223

#14 · Sanglicell 4930001948

distance 0.224

#15 · Beedcell 4700004477

distance 0.226 · cross-district

#16 · Dharashivcell 4880005822

distance 0.227 · cross-district

#17 · Sanglicell 4930003848

distance 0.231

#18 · Solapurcell 4960000744

distance 0.231 · 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":4930004013}}}'

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.