Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002125

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.347

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005918

distance 0.347 · cross-district

#2 · Sanglicell 4930005273

distance 0.365

#3 · Beedcell 4700006107

distance 0.374 · cross-district

#4 · Nandedcell 4850002720

distance 0.374 · cross-district

#5 · Buldhanacell 4720001661

distance 0.377 · cross-district

#6 · Nandedcell 4850001937

distance 0.379 · cross-district

#7 · Laturcell 4810005619

distance 0.386 · cross-district

#8 · Nandedcell 4850002628

distance 0.389 · cross-district

#9 · Nandedcell 4850002411

distance 0.391 · cross-district

#10 · Nandedcell 4850000785

distance 0.392 · cross-district

#11 · Beedcell 4700008984

distance 0.393 · cross-district

#12 · Sanglicell 4930002296

distance 0.398

#13 · Nandedcell 4850002620

distance 0.411 · cross-district

#14 · Jalgaoncell 4780001315

distance 0.414 · cross-district

#15 · Solapurcell 4960004713

distance 0.414 · cross-district

#16 · Laturcell 4810004916

distance 0.414 · cross-district

#17 · Solapurcell 4960010337

distance 0.418 · cross-district

#18 · Laturcell 4810002314

distance 0.419 · 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":4930002125}}}'

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.