Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006323

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.292

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005890

distance 0.292

#2 · Sanglicell 4930005887

distance 0.292

#3 · Sanglicell 4930005719

distance 0.293

#4 · Ahmednagarcell 4660001515

distance 0.295 · cross-district

#5 · Amravaticell 4680006895

distance 0.296 · cross-district

#6 · Amravaticell 4680007041

distance 0.297 · cross-district

#7 · Sanglicell 4930004369

distance 0.299

#8 · Dharashivcell 4880005488

distance 0.299 · cross-district

#9 · Amravaticell 4680007367

distance 0.308 · cross-district

#10 · Sanglicell 4930005967

distance 0.311

#11 · Sanglicell 4930001122

distance 0.313

#12 · Amravaticell 4680007346

distance 0.314 · cross-district

#13 · Sanglicell 4930006176

distance 0.316

#14 · Sanglicell 4930005880

distance 0.317

#15 · Amravaticell 4680007027

distance 0.317 · cross-district

#16 · Kolhapurcell 4800003747

distance 0.322 · cross-district

#17 · Kolhapurcell 4800001964

distance 0.323 · cross-district

#18 · Kolhapurcell 4800005475

distance 0.324 · 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":4930006323}}}'

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.