Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002687

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002521

distance 0.197

#2 · Sanglicell 4930001267

distance 0.213

#3 · Sanglicell 4930002186

distance 0.262

#4 · Sanglicell 4930001694

distance 0.268

#5 · Beedcell 4700001560

distance 0.288 · cross-district

#6 · Sanglicell 4930002354

distance 0.288

#7 · Sanglicell 4930002401

distance 0.289

#8 · Sanglicell 4930001145

distance 0.299

#9 · Ahmednagarcell 4660003237

distance 0.303 · cross-district

#10 · Beedcell 4700001988

distance 0.304 · cross-district

#11 · Sanglicell 4930001853

distance 0.305

#12 · Sanglicell 4930003902

distance 0.306

#13 · Sanglicell 4930002520

distance 0.307

#14 · Solapurcell 4960004922

distance 0.31 · cross-district

#15 · Dharashivcell 4880003570

distance 0.31 · cross-district

#16 · Dharashivcell 4880002562

distance 0.311 · cross-district

#17 · Sanglicell 4930001700

distance 0.311

#18 · Sanglicell 4930001035

distance 0.314

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":4930002687}}}'

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.