Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002263

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006240

distance 0.207 · cross-district

#2 · Beedcell 4700002541

distance 0.222 · cross-district

#3 · Beedcell 4700005140

distance 0.23 · cross-district

#4 · Beedcell 4700001416

distance 0.244 · cross-district

#5 · Sanglicell 4930002439

distance 0.247

#6 · Sanglicell 4930001191

distance 0.253

#7 · Sanglicell 4930001215

distance 0.254

#8 · Beedcell 4700000443

distance 0.256 · cross-district

#9 · Dharashivcell 4880004893

distance 0.257 · cross-district

#10 · Sanglicell 4930001474

distance 0.257

#11 · Beedcell 4700007216

distance 0.259 · cross-district

#12 · Jalnacell 4790001790

distance 0.26 · cross-district

#13 · Solapurcell 4960005630

distance 0.261 · cross-district

#14 · Sanglicell 4930001615

distance 0.262

#15 · Solapurcell 4960000615

distance 0.264 · cross-district

#16 · Sanglicell 4930000767

distance 0.266

#17 · Sanglicell 4930001484

distance 0.266

#18 · Beedcell 4700006064

distance 0.27 · 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":4930002263}}}'

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.