Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003089

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001322

distance 0.121

#2 · Sanglicell 4930000422

distance 0.15

#3 · Laturcell 4810001777

distance 0.166 · cross-district

#4 · Ahmednagarcell 4660000996

distance 0.17 · cross-district

#5 · Beedcell 4700000534

distance 0.179 · cross-district

#6 · Beedcell 4700001285

distance 0.179 · cross-district

#7 · Nashikcell 4870005786

distance 0.18 · cross-district

#8 · Beedcell 4700002346

distance 0.18 · cross-district

#9 · Ahmednagarcell 4660000487

distance 0.181 · cross-district

#10 · Laturcell 4810001440

distance 0.182 · cross-district

#11 · Sanglicell 4930002923

distance 0.184

#12 · Ahmednagarcell 4660001195

distance 0.185 · cross-district

#13 · Solapurcell 4960012502

distance 0.185 · cross-district

#14 · Dharashivcell 4880001572

distance 0.185 · cross-district

#15 · Sanglicell 4930000937

distance 0.186

#16 · Beedcell 4700000535

distance 0.186 · cross-district

#17 · Sanglicell 4930001736

distance 0.186

#18 · Solapurcell 4960007065

distance 0.187 · 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":4930003089}}}'

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.