Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005587

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006825

distance 0.191 · cross-district

#2 · Dharashivcell 4880001091

distance 0.202 · cross-district

#3 · Solapurcell 4960002169

distance 0.225 · cross-district

#4 · Sanglicell 4930005130

distance 0.226

#5 · Sanglicell 4930004458

distance 0.23

#6 · Solapurcell 4960000848

distance 0.233 · cross-district

#7 · Akolacell 4670001712

distance 0.241 · cross-district

#8 · Sanglicell 4930004587

distance 0.246

#9 · Sanglicell 4930005851

distance 0.248

#10 · Beedcell 4700005836

distance 0.251 · cross-district

#11 · Buldhanacell 4720006836

distance 0.251 · cross-district

#12 · Solapurcell 4960000179

distance 0.252 · cross-district

#13 · Sanglicell 4930004117

distance 0.253

#14 · Sanglicell 4930003932

distance 0.254

#15 · Laturcell 4810000164

distance 0.254 · cross-district

#16 · Beedcell 4700006943

distance 0.255 · cross-district

#17 · Solapurcell 4960006080

distance 0.255 · cross-district

#18 · Dharashivcell 4880000457

distance 0.256 · 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":4930005587}}}'

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.