Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000042

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000088

distance 0.116

#2 · Sanglicell 4930000114

distance 0.124

#3 · Sanglicell 4930000304

distance 0.135

#4 · Sanglicell 4930000628

distance 0.148

#5 · Sanglicell 4930000029

distance 0.151

#6 · Sanglicell 4930000043

distance 0.157

#7 · Sanglicell 4930000090

distance 0.158

#8 · Sanglicell 4930000041

distance 0.164

#9 · Sanglicell 4930000017

distance 0.169

#10 · Sanglicell 4930000046

distance 0.17

#11 · Sanglicell 4930000063

distance 0.171

#12 · Sanglicell 4930000008

distance 0.174

#13 · Kolhapurcell 4800004891

distance 0.178 · cross-district

#14 · Kolhapurcell 4800003974

distance 0.178 · cross-district

#15 · Sanglicell 4930003921

distance 0.179

#16 · Sanglicell 4930000732

distance 0.18

#17 · Sanglicell 4930002603

distance 0.186

#18 · Kolhapurcell 4800004132

distance 0.186 · 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":4930000042}}}'

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.