Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001320

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003253

distance 0.108

#2 · Laturcell 4810002842

distance 0.144 · cross-district

#3 · Laturcell 4810002838

distance 0.15 · cross-district

#4 · Sanglicell 4930000495

distance 0.153

#5 · Sanglicell 4930001744

distance 0.155

#6 · Sanglicell 4930001078

distance 0.16

#7 · Dharashivcell 4880002225

distance 0.165 · cross-district

#8 · Beedcell 4700006372

distance 0.168 · cross-district

#9 · Laturcell 4810002648

distance 0.171 · cross-district

#10 · Kolhapurcell 4800004804

distance 0.172 · cross-district

#11 · Sanglicell 4930003082

distance 0.178

#12 · Sanglicell 4930000493

distance 0.18

#13 · Laturcell 4810002466

distance 0.181 · cross-district

#14 · Laturcell 4810003342

distance 0.182 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002029

distance 0.184 · cross-district

#16 · Laturcell 4810002378

distance 0.185 · cross-district

#17 · Sanglicell 4930002402

distance 0.186

#18 · Laturcell 4810002837

distance 0.188 · 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":4930001320}}}'

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.