Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003900

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.328

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003901

distance 0.328

#2 · Solapurcell 4960007609

distance 0.338 · cross-district

#3 · Nashikcell 4870003565

distance 0.34 · cross-district

#4 · Ahmednagarcell 4660012068

distance 0.341 · cross-district

#5 · Sanglicell 4930003283

distance 0.372

#6 · Sanglicell 4930000162

distance 0.373

#7 · Sanglicell 4930003208

distance 0.373

#8 · Sanglicell 4930000200

distance 0.374

#9 · Sanglicell 4930000044

distance 0.378

#10 · Sanglicell 4930000064

distance 0.38

#11 · Sanglicell 4930000575

distance 0.38

#12 · Dharashivcell 4880005784

distance 0.382 · cross-district

#13 · Sanglicell 4930002245

distance 0.382

#14 · Sanglicell 4930000071

distance 0.391

#15 · Sanglicell 4930005300

distance 0.398

#16 · Solapurcell 4960000073

distance 0.406 · cross-district

#17 · Sanglicell 4930000072

distance 0.409

#18 · Sanglicell 4930000276

distance 0.412

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":4930003900}}}'

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.