Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004282

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004117

distance 0.172

#2 · Sanglicell 4930004144

distance 0.2

#3 · Sanglicell 4930004429

distance 0.218

#4 · Sanglicell 4930001915

distance 0.223

#5 · Beedcell 4700008656

distance 0.232 · cross-district

#6 · Sanglicell 4930003090

distance 0.235

#7 · Sanglicell 4930007079

distance 0.243

#8 · Ahmednagarcell 4660011744

distance 0.244 · cross-district

#9 · Sanglicell 4930004718

distance 0.245

#10 · Nashikcell 4870003295

distance 0.247 · cross-district

#11 · Sanglicell 4930004706

distance 0.249

#12 · Jalnacell 4790004240

distance 0.249 · cross-district

#13 · Solapurcell 4960000657

distance 0.252 · cross-district

#14 · Sanglicell 4930006219

distance 0.253

#15 · Buldhanacell 4720006120

distance 0.255 · cross-district

#16 · Solapurcell 4960000179

distance 0.255 · cross-district

#17 · Dharashivcell 4880006201

distance 0.256 · cross-district

#18 · Nandedcell 4850000630

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":4930004282}}}'

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.