Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004918

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004919

distance 0.119

#2 · Sanglicell 4930005047

distance 0.133

#3 · Sanglicell 4930005049

distance 0.225

#4 · Nashikcell 4870006826

distance 0.241 · cross-district

#5 · Sataracell 4940000241

distance 0.241 · cross-district

#6 · Sanglicell 4930005171

distance 0.244

#7 · Kolhapurcell 4800006464

distance 0.247 · cross-district

#8 · Kolhapurcell 4800006463

distance 0.252 · cross-district

#9 · Kolhapurcell 4800006461

distance 0.253 · cross-district

#10 · Amravaticell 4680006514

distance 0.255 · cross-district

#11 · Sanglicell 4930004917

distance 0.258

#12 · Kolhapurcell 4800006442

distance 0.258 · cross-district

#13 · Kolhapurcell 4800006478

distance 0.26 · cross-district

#14 · Amravaticell 4680006515

distance 0.26 · cross-district

#15 · Kolhapurcell 4800006477

distance 0.261 · cross-district

#16 · Akolacell 4670000030

distance 0.261 · cross-district

#17 · Amravaticell 4680010308

distance 0.261 · cross-district

#18 · Sanglicell 4930005408

distance 0.261

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":4930004918}}}'

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.