Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002201

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000532

distance 0.217

#2 · Kolhapurcell 4800005893

distance 0.274 · cross-district

#3 · Solapurcell 4960004555

distance 0.278 · cross-district

#4 · Sanglicell 4930002389

distance 0.282

#5 · Sanglicell 4930001870

distance 0.284

#6 · Sanglicell 4930001283

distance 0.287

#7 · Sanglicell 4930002703

distance 0.288

#8 · Beedcell 4700003661

distance 0.299 · cross-district

#9 · Ahmednagarcell 4660011874

distance 0.302 · cross-district

#10 · Sanglicell 4930001152

distance 0.303

#11 · Solapurcell 4960012317

distance 0.306 · cross-district

#12 · Kolhapurcell 4800005535

distance 0.308 · cross-district

#13 · Sanglicell 4930002035

distance 0.31

#14 · Sanglicell 4930007159

distance 0.311

#15 · Sanglicell 4930004250

distance 0.312

#16 · Sanglicell 4930003572

distance 0.313

#17 · Sanglicell 4930003218

distance 0.318

#18 · Sanglicell 4930000228

distance 0.321

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":4930002201}}}'

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.