Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003513

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006311

distance 0.199 · cross-district

#2 · Kolhapurcell 4800006178

distance 0.213 · cross-district

#3 · Kolhapurcell 4800006204

distance 0.252 · cross-district

#4 · Sanglicell 4930003161

distance 0.253

#5 · Kolhapurcell 4800006230

distance 0.266 · cross-district

#6 · Kolhapurcell 4800006227

distance 0.273 · cross-district

#7 · Kolhapurcell 4800006267

distance 0.275 · cross-district

#8 · Kolhapurcell 4800006354

distance 0.283 · cross-district

#9 · Kolhapurcell 4800006097

distance 0.286 · cross-district

#10 · Kolhapurcell 4800006312

distance 0.286 · cross-district

#11 · Sanglicell 4930003514

distance 0.29

#12 · Kolhapurcell 4800006271

distance 0.295 · cross-district

#13 · Kolhapurcell 4800006280

distance 0.296 · cross-district

#14 · Kolhapurcell 4800006250

distance 0.297 · cross-district

#15 · Kolhapurcell 4800006294

distance 0.301 · cross-district

#16 · Kolhapurcell 4800006299

distance 0.301 · cross-district

#17 · Sanglicell 4930002479

distance 0.304

#18 · Kolhapurcell 4800006226

distance 0.305 · 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":4930003513}}}'

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.