Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003299

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002093

distance 0.118

#2 · Beedcell 4700004918

distance 0.121 · cross-district

#3 · Sanglicell 4930002951

distance 0.124

#4 · Sanglicell 4930003077

distance 0.129

#5 · Beedcell 4700005082

distance 0.14 · cross-district

#6 · Sanglicell 4930003252

distance 0.142

#7 · Sanglicell 4930003990

distance 0.142

#8 · Sanglicell 4930003943

distance 0.155

#9 · Sanglicell 4930002110

distance 0.159

#10 · Sanglicell 4930003987

distance 0.16

#11 · Sanglicell 4930002950

distance 0.163

#12 · Sanglicell 4930002095

distance 0.166

#13 · Beedcell 4700004908

distance 0.167 · cross-district

#14 · Sanglicell 4930003076

distance 0.171

#15 · Dharashivcell 4880001648

distance 0.171 · cross-district

#16 · Buldhanacell 4720002751

distance 0.172 · cross-district

#17 · Beedcell 4700004900

distance 0.174 · cross-district

#18 · Beedcell 4700006637

distance 0.177 · 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":4930003299}}}'

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.