Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003698

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001245

distance 0.122

#2 · Sataracell 4940000230

distance 0.158 · cross-district

#3 · Sanglicell 4930000513

distance 0.188

#4 · Sanglicell 4930003184

distance 0.189

#5 · Sanglicell 4930004345

distance 0.204

#6 · Sanglicell 4930001845

distance 0.228

#7 · Sataracell 4940004385

distance 0.229 · cross-district

#8 · Sataracell 4940000371

distance 0.229 · cross-district

#9 · Sanglicell 4930003868

distance 0.232

#10 · Sataracell 4940000112

distance 0.235 · cross-district

#11 · Sataracell 4940004384

distance 0.236 · cross-district

#12 · Sataracell 4940000035

distance 0.237 · cross-district

#13 · Sataracell 4940003906

distance 0.242 · cross-district

#14 · Sataracell 4940003670

distance 0.244 · cross-district

#15 · Sanglicell 4930005059

distance 0.246

#16 · Sanglicell 4930002175

distance 0.259

#17 · Sataracell 4940004505

distance 0.262 · cross-district

#18 · Sataracell 4940003669

distance 0.263 · 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":4930003698}}}'

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.