Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003546

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.318

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003886

distance 0.318

#2 · Sataracell 4940000085

distance 0.346 · cross-district

#3 · Sataracell 4940000777

distance 0.371 · cross-district

#4 · Sanglicell 4930003371

distance 0.395

#5 · Sataracell 4940000117

distance 0.396 · cross-district

#6 · Sanglicell 4930002852

distance 0.396

#7 · Sanglicell 4930003884

distance 0.413

#8 · Sanglicell 4930004194

distance 0.415

#9 · Sanglicell 4930003717

distance 0.43

#10 · Sanglicell 4930003880

distance 0.44

#11 · Sanglicell 4930004050

distance 0.441

#12 · Sanglicell 4930003715

distance 0.447

#13 · Sanglicell 4930003376

distance 0.451

#14 · Sanglicell 4930004784

distance 0.458

#15 · Sanglicell 4930003019

distance 0.458

#16 · Chhatrapati Sambhajinagarcell 4690001937

distance 0.461 · cross-district

#17 · Sanglicell 4930004051

distance 0.462

#18 · Sanglicell 4930004047

distance 0.483

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":4930003546}}}'

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.