Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002020

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001692

distance 0.234

#2 · Sanglicell 4930003386

distance 0.249

#3 · Sanglicell 4930001259

distance 0.252

#4 · Sanglicell 4930003563

distance 0.298

#5 · Kolhapurcell 4800005835

distance 0.301 · cross-district

#6 · Kolhapurcell 4800004864

distance 0.321 · cross-district

#7 · Sataracell 4940000141

distance 0.323 · cross-district

#8 · Kolhapurcell 4800005690

distance 0.327 · cross-district

#9 · Dharashivcell 4880001437

distance 0.332 · cross-district

#10 · Dharashivcell 4880002486

distance 0.332 · cross-district

#11 · Sanglicell 4930000350

distance 0.336

#12 · Chhatrapati Sambhajinagarcell 4690003443

distance 0.338 · cross-district

#13 · Solapurcell 4960004580

distance 0.341 · cross-district

#14 · Sanglicell 4930000116

distance 0.343

#15 · Sanglicell 4930001285

distance 0.344

#16 · Ahmednagarcell 4660002683

distance 0.345 · cross-district

#17 · Sanglicell 4930002708

distance 0.345

#18 · Sanglicell 4930000700

distance 0.346

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":4930002020}}}'

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.