Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003076

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003252

distance 0.111

#2 · Sanglicell 4930003987

distance 0.129

#3 · Sanglicell 4930003077

distance 0.137

#4 · Sanglicell 4930002950

distance 0.138

#5 · Sanglicell 4930002110

distance 0.143

#6 · Sanglicell 4930001935

distance 0.146

#7 · Sanglicell 4930001479

distance 0.15

#8 · Dharashivcell 4880001484

distance 0.151 · cross-district

#9 · Sanglicell 4930003990

distance 0.153

#10 · Sanglicell 4930003294

distance 0.153

#11 · Sanglicell 4930003986

distance 0.157

#12 · Sanglicell 4930003773

distance 0.157

#13 · Dharashivcell 4880002292

distance 0.158 · cross-district

#14 · Sanglicell 4930003989

distance 0.16

#15 · Sanglicell 4930003269

distance 0.16

#16 · Nashikcell 4870004758

distance 0.161 · cross-district

#17 · Sanglicell 4930002271

distance 0.162

#18 · Dharashivcell 4880002072

distance 0.162 · 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":4930003076}}}'

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.