Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001137

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.38

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003040

distance 0.38

#2 · Sanglicell 4930000718

distance 0.393

#3 · Sanglicell 4930002201

distance 0.398

#4 · Solapurcell 4960004610

distance 0.403 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002378

distance 0.409 · cross-district

#6 · Jalgaoncell 4780000561

distance 0.421 · cross-district

#7 · Nashikcell 4870006933

distance 0.422 · cross-district

#8 · Sanglicell 4930002389

distance 0.429

#9 · Chhatrapati Sambhajinagarcell 4690003445

distance 0.432 · cross-district

#10 · Ahmednagarcell 4660006309

distance 0.434 · cross-district

#11 · Ahmednagarcell 4660012166

distance 0.437 · cross-district

#12 · Laturcell 4810000053

distance 0.443 · cross-district

#13 · Ahmednagarcell 4660012015

distance 0.444 · cross-district

#14 · Nandedcell 4850003185

distance 0.448 · cross-district

#15 · Solapurcell 4960007222

distance 0.449 · cross-district

#16 · Laturcell 4810000019

distance 0.45 · cross-district

#17 · Sanglicell 4930000532

distance 0.452

#18 · Yavatmalcell 5000002849

distance 0.455 · 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":4930001137}}}'

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.