Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001599

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002100

distance 0.129

#2 · Sanglicell 4930000574

distance 0.139

#3 · Sanglicell 4930002101

distance 0.141

#4 · Sanglicell 4930000572

distance 0.143

#5 · Beedcell 4700000289

distance 0.148 · cross-district

#6 · Sanglicell 4930000977

distance 0.155

#7 · Beedcell 4700001014

distance 0.162 · cross-district

#8 · Beedcell 4700001272

distance 0.163 · cross-district

#9 · Laturcell 4810001871

distance 0.166 · cross-district

#10 · Beedcell 4700001458

distance 0.167 · cross-district

#11 · Sanglicell 4930001767

distance 0.168

#12 · Beedcell 4700003079

distance 0.17 · cross-district

#13 · Dharashivcell 4880002286

distance 0.174 · cross-district

#14 · Sanglicell 4930000500

distance 0.176

#15 · Sanglicell 4930001323

distance 0.179

#16 · Ahmednagarcell 4660010587

distance 0.18 · cross-district

#17 · Sanglicell 4930000571

distance 0.181

#18 · Beedcell 4700001291

distance 0.182 · 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":4930001599}}}'

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.