Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001329

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001902

distance 0.15

#2 · Sanglicell 4930004278

distance 0.193

#3 · Sanglicell 4930001760

distance 0.223

#4 · Dharashivcell 4880006334

distance 0.237 · cross-district

#5 · Sanglicell 4930001073

distance 0.24

#6 · Solapurcell 4960000328

distance 0.253 · cross-district

#7 · Ahmednagarcell 4660003930

distance 0.254 · cross-district

#8 · Sanglicell 4930001752

distance 0.257

#9 · Solapurcell 4960005345

distance 0.26 · cross-district

#10 · Sanglicell 4930001478

distance 0.261

#11 · Solapurcell 4960006541

distance 0.261 · cross-district

#12 · Sanglicell 4930001445

distance 0.262

#13 · Beedcell 4700000936

distance 0.267 · cross-district

#14 · Beedcell 4700003340

distance 0.269 · cross-district

#15 · Sanglicell 4930002591

distance 0.27

#16 · Sanglicell 4930000508

distance 0.272

#17 · Beedcell 4700007568

distance 0.272 · cross-district

#18 · Solapurcell 4960000904

distance 0.275 · 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":4930001329}}}'

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.