Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005171

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005047

distance 0.216

#2 · Sanglicell 4930004919

distance 0.242

#3 · Sanglicell 4930004918

distance 0.244

#4 · Sataracell 4940001092

distance 0.249 · cross-district

#5 · Sataracell 4940000681

distance 0.254 · cross-district

#6 · Sanglicell 4930005049

distance 0.271

#7 · Buldhanacell 4720003212

distance 0.271 · cross-district

#8 · Sataracell 4940000449

distance 0.273 · cross-district

#9 · Sanglicell 4930004917

distance 0.273

#10 · Buldhanacell 4720003367

distance 0.275 · cross-district

#11 · Kolhapurcell 4800006444

distance 0.277 · cross-district

#12 · Sataracell 4940000448

distance 0.28 · cross-district

#13 · Sanglicell 4930005291

distance 0.282

#14 · Amravaticell 4680010311

distance 0.282 · cross-district

#15 · Amravaticell 4680001963

distance 0.283 · cross-district

#16 · Sataracell 4940000911

distance 0.284 · cross-district

#17 · Sataracell 4940000511

distance 0.286 · cross-district

#18 · Sataracell 4940003614

distance 0.286 · 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":4930005171}}}'

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.