Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005421

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005420

distance 0.223

#2 · Sataracell 4940001125

distance 0.23 · cross-district

#3 · Sanglicell 4930005756

distance 0.238

#4 · Sanglicell 4930004040

distance 0.239

#5 · Sanglicell 4930005463

distance 0.247

#6 · Nashikcell 4870004844

distance 0.255 · cross-district

#7 · Sanglicell 4930004670

distance 0.256

#8 · Solapurcell 4960003640

distance 0.257 · cross-district

#9 · Sanglicell 4930006330

distance 0.258

#10 · Punecell 4900001884

distance 0.258 · cross-district

#11 · Sanglicell 4930005546

distance 0.261

#12 · Sanglicell 4930006057

distance 0.263

#13 · Sanglicell 4930005197

distance 0.264

#14 · Nashikcell 4870004832

distance 0.264 · cross-district

#15 · Sanglicell 4930005429

distance 0.266

#16 · Solapurcell 4960009219

distance 0.269 · cross-district

#17 · Sanglicell 4930005077

distance 0.269

#18 · Sataracell 4940003476

distance 0.27 · 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":4930005421}}}'

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.