Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003389

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003912

distance 0.216

#2 · Sanglicell 4930000645

distance 0.301

#3 · Jalgaoncell 4780000623

distance 0.31 · cross-district

#4 · Solapurcell 4960005910

distance 0.311 · cross-district

#5 · Kolhapurcell 4800005708

distance 0.317 · cross-district

#6 · Ahmednagarcell 4660013368

distance 0.324 · cross-district

#7 · Kolhapurcell 4800005767

distance 0.329 · cross-district

#8 · Ahmednagarcell 4660011740

distance 0.33 · cross-district

#9 · Ahmednagarcell 4660012799

distance 0.331 · cross-district

#10 · Sanglicell 4930000130

distance 0.333

#11 · Kolhapurcell 4800005837

distance 0.334 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690007947

distance 0.337 · cross-district

#13 · Sanglicell 4930001213

distance 0.346

#14 · Sanglicell 4930000700

distance 0.348

#15 · Kolhapurcell 4800005780

distance 0.352 · cross-district

#16 · Jalgaoncell 4780008192

distance 0.354 · cross-district

#17 · Sanglicell 4930002190

distance 0.355

#18 · Kolhapurcell 4800004345

distance 0.359 · 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":4930003389}}}'

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.