Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006132

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

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005768

distance 0.236

#2 · Sanglicell 4930005085

distance 0.239

#3 · Sanglicell 4930005925

distance 0.243

#4 · Sanglicell 4930005556

distance 0.245

#5 · Sanglicell 4930005647

distance 0.246

#6 · Sanglicell 4930006059

distance 0.246

#7 · Kolhapurcell 4800005394

distance 0.252 · cross-district

#8 · Ahmednagarcell 4660003286

distance 0.252 · cross-district

#9 · Sanglicell 4930005926

distance 0.255

#10 · Sanglicell 4930006203

distance 0.256

#11 · Sanglicell 4930005743

distance 0.259

#12 · Buldhanacell 4720004389

distance 0.262 · cross-district

#13 · Sanglicell 4930005664

distance 0.263

#14 · Sanglicell 4930005335

distance 0.264

#15 · Sanglicell 4930006704

distance 0.265

#16 · Buldhanacell 4720004380

distance 0.267 · cross-district

#17 · Sanglicell 4930006197

distance 0.267

#18 · Sanglicell 4930006060

distance 0.268

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":4930006132}}}'

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.