Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005173

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

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005295

distance 0.225

#2 · Sanglicell 4930004922

distance 0.225

#3 · Sanglicell 4930006445

distance 0.233

#4 · Sanglicell 4930004222

distance 0.239

#5 · Sataracell 4940000487

distance 0.257 · cross-district

#6 · Sataracell 4940000232

distance 0.259 · cross-district

#7 · Sataracell 4940000414

distance 0.26 · cross-district

#8 · Sataracell 4940000886

distance 0.263 · cross-district

#9 · Sanglicell 4930003360

distance 0.265

#10 · Sataracell 4940000231

distance 0.269 · cross-district

#11 · Sanglicell 4930000388

distance 0.27

#12 · Sanglicell 4930004254

distance 0.272

#13 · Sanglicell 4930004781

distance 0.278

#14 · Sataracell 4940000589

distance 0.281 · cross-district

#15 · Sanglicell 4930005442

distance 0.283

#16 · Sataracell 4940000224

distance 0.289 · cross-district

#17 · Sataracell 4940000935

distance 0.29 · cross-district

#18 · Sanglicell 4930005177

distance 0.291

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":4930005173}}}'

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.