Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002908

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002402

distance 0.099

#2 · Sanglicell 4930003082

distance 0.109

#3 · Sanglicell 4930002738

distance 0.12

#4 · Sanglicell 4930002240

distance 0.13

#5 · Sanglicell 4930002072

distance 0.14

#6 · Sanglicell 4930001449

distance 0.159

#7 · Dharashivcell 4880003767

distance 0.173 · cross-district

#8 · Beedcell 4700003417

distance 0.173 · cross-district

#9 · Sanglicell 4930003253

distance 0.175

#10 · Laturcell 4810001167

distance 0.176 · cross-district

#11 · Sanglicell 4930000415

distance 0.176

#12 · Laturcell 4810002754

distance 0.178 · cross-district

#13 · Sanglicell 4930000982

distance 0.178

#14 · Dharashivcell 4880002225

distance 0.179 · cross-district

#15 · Beedcell 4700002700

distance 0.18 · cross-district

#16 · Sanglicell 4930002750

distance 0.18

#17 · Ahmednagarcell 4660004110

distance 0.18 · cross-district

#18 · Sanglicell 4930001222

distance 0.182

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":4930002908}}}'

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.