Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003398

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000933

distance 0.165

#2 · Sanglicell 4930001386

distance 0.184

#3 · Sanglicell 4930002691

distance 0.2

#4 · Sanglicell 4930000313

distance 0.219

#5 · Sanglicell 4930002193

distance 0.236

#6 · Laturcell 4810001566

distance 0.237 · cross-district

#7 · Sanglicell 4930000624

distance 0.24

#8 · Solapurcell 4960011106

distance 0.253 · cross-district

#9 · Sanglicell 4930000526

distance 0.254

#10 · Kolhapurcell 4800003866

distance 0.255 · cross-district

#11 · Solapurcell 4960007232

distance 0.255 · cross-district

#12 · Sanglicell 4930002901

distance 0.256

#13 · Sanglicell 4930003074

distance 0.259

#14 · Jalgaoncell 4780000265

distance 0.261 · cross-district

#15 · Ahmednagarcell 4660008620

distance 0.263 · cross-district

#16 · Kolhapurcell 4800004777

distance 0.263 · cross-district

#17 · Laturcell 4810002580

distance 0.264 · cross-district

#18 · Sanglicell 4930000612

distance 0.265

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":4930003398}}}'

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.