Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003596

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003766

distance 0.085

#2 · Sanglicell 4930006136

distance 0.173

#3 · Kolhapurcell 4800005206

distance 0.174 · cross-district

#4 · Sanglicell 4930004420

distance 0.183

#5 · Kolhapurcell 4800005122

distance 0.186 · cross-district

#6 · Sanglicell 4930006352

distance 0.187

#7 · Sanglicell 4930006207

distance 0.19

#8 · Sanglicell 4930004549

distance 0.191

#9 · Sanglicell 4930005681

distance 0.193

#10 · Sanglicell 4930005998

distance 0.193

#11 · Kolhapurcell 4800003857

distance 0.196 · cross-district

#12 · Sanglicell 4930005085

distance 0.198

#13 · Sanglicell 4930006485

distance 0.2

#14 · Sanglicell 4930006139

distance 0.202

#15 · Kolhapurcell 4800005121

distance 0.204 · cross-district

#16 · Sanglicell 4930005985

distance 0.207

#17 · Sanglicell 4930003597

distance 0.208

#18 · Sanglicell 4930005655

distance 0.212

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":4930003596}}}'

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.