Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004154

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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007843

distance 0.134 · cross-district

#2 · Dharashivcell 4880004264

distance 0.156 · cross-district

#3 · Sanglicell 4930004310

distance 0.156

#4 · Sanglicell 4930003990

distance 0.167

#5 · Beedcell 4700007748

distance 0.167 · cross-district

#6 · Ahmednagarcell 4660006449

distance 0.179 · cross-district

#7 · Beedcell 4700007756

distance 0.179 · cross-district

#8 · Sanglicell 4930003989

distance 0.18

#9 · Sanglicell 4930003987

distance 0.18

#10 · Sanglicell 4930002950

distance 0.184

#11 · Ahmednagarcell 4660006567

distance 0.187 · cross-district

#12 · Dharashivcell 4880005969

distance 0.188 · cross-district

#13 · Dharashivcell 4880005642

distance 0.189 · cross-district

#14 · Sanglicell 4930001782

distance 0.191

#15 · Beedcell 4700007849

distance 0.193 · cross-district

#16 · Sanglicell 4930002951

distance 0.193

#17 · Sanglicell 4930003787

distance 0.195

#18 · Sanglicell 4930003653

distance 0.196

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":4930004154}}}'

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.