Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004495

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

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000428

distance 0.223 · cross-district

#2 · Sanglicell 4930004197

distance 0.229

#3 · Sanglicell 4930004195

distance 0.252

#4 · Sanglicell 4930003890

distance 0.261

#5 · Kolhapurcell 4800005212

distance 0.267 · cross-district

#6 · Solapurcell 4960008389

distance 0.277 · cross-district

#7 · Sataracell 4940000712

distance 0.289 · cross-district

#8 · Sataracell 4940000196

distance 0.29 · cross-district

#9 · Sataracell 4940001125

distance 0.291 · cross-district

#10 · Sanglicell 4930004040

distance 0.291

#11 · Sataracell 4940000547

distance 0.292 · cross-district

#12 · Sataracell 4940001185

distance 0.293 · cross-district

#13 · Sanglicell 4930005420

distance 0.294

#14 · Kolhapurcell 4800005145

distance 0.296 · cross-district

#15 · Kolhapurcell 4800004283

distance 0.298 · cross-district

#16 · Kolhapurcell 4800005146

distance 0.3 · cross-district

#17 · Sataracell 4940000316

distance 0.302 · cross-district

#18 · Sanglicell 4930004967

distance 0.305

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":4930004495}}}'

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.