Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003182

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

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002676

distance 0.159

#2 · Sanglicell 4930001374

distance 0.16

#3 · Sanglicell 4930001115

distance 0.184

#4 · Sanglicell 4930000787

distance 0.184

#5 · Sanglicell 4930000895

distance 0.196

#6 · Sanglicell 4930001511

distance 0.209

#7 · Sanglicell 4930002337

distance 0.21

#8 · Sanglicell 4930002675

distance 0.21

#9 · Sanglicell 4930001836

distance 0.21

#10 · Sanglicell 4930003020

distance 0.215

#11 · Sanglicell 4930000905

distance 0.223

#12 · Sanglicell 4930002163

distance 0.225

#13 · Sanglicell 4930000687

distance 0.227

#14 · Sanglicell 4930002683

distance 0.231

#15 · Sanglicell 4930003183

distance 0.236

#16 · Sanglicell 4930001674

distance 0.237

#17 · Sanglicell 4930003019

distance 0.245

#18 · Sataracell 4940004266

distance 0.251 · 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":4930003182}}}'

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.