Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002719

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002380

distance 0.106

#2 · Sanglicell 4930001167

distance 0.148

#3 · Sanglicell 4930002548

distance 0.154

#4 · Sanglicell 4930001292

distance 0.202

#5 · Kolhapurcell 4800005014

distance 0.208 · cross-district

#6 · Sanglicell 4930002210

distance 0.211

#7 · Kolhapurcell 4800004326

distance 0.215 · cross-district

#8 · Sanglicell 4930002381

distance 0.216

#9 · Sanglicell 4930002377

distance 0.218

#10 · Sanglicell 4930001714

distance 0.218

#11 · Kolhapurcell 4800004585

distance 0.225 · cross-district

#12 · Sanglicell 4930000482

distance 0.23

#13 · Sanglicell 4930000740

distance 0.233

#14 · Kolhapurcell 4800005120

distance 0.234 · cross-district

#15 · Sanglicell 4930002728

distance 0.235

#16 · Kolhapurcell 4800003856

distance 0.235 · cross-district

#17 · Sanglicell 4930000005

distance 0.236

#18 · Kolhapurcell 4800004427

distance 0.237 · 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":4930002719}}}'

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.