Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003519

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003862

distance 0.268

#2 · Sanglicell 4930003690

distance 0.28

#3 · Nandurbarcell 4860003544

distance 0.308 · cross-district

#4 · Kolhapurcell 4800005989

distance 0.308 · cross-district

#5 · Kolhapurcell 4800006111

distance 0.316 · cross-district

#6 · Kolhapurcell 4800006388

distance 0.318 · cross-district

#7 · Kolhapurcell 4800006156

distance 0.322 · cross-district

#8 · Sanglicell 4930003694

distance 0.325

#9 · Kolhapurcell 4800006203

distance 0.325 · cross-district

#10 · Nandurbarcell 4860004029

distance 0.333 · cross-district

#11 · Sanglicell 4930004184

distance 0.335

#12 · Nandurbarcell 4860003964

distance 0.336 · cross-district

#13 · Sataracell 4940000094

distance 0.339 · cross-district

#14 · Nandurbarcell 4860003547

distance 0.34 · cross-district

#15 · Nandurbarcell 4860004166

distance 0.341 · cross-district

#16 · Kolhapurcell 4800005933

distance 0.342 · cross-district

#17 · Nandurbarcell 4860003962

distance 0.342 · cross-district

#18 · Sanglicell 4930003165

distance 0.342

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":4930003519}}}'

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.