Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003547

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003199

distance 0.22

#2 · Sataracell 4940000116

distance 0.337 · cross-district

#3 · Sanglicell 4930003881

distance 0.346

#4 · Sanglicell 4930003889

distance 0.35

#5 · Sataracell 4940000605

distance 0.363 · cross-district

#6 · Sataracell 4940000324

distance 0.364 · cross-district

#7 · Sataracell 4940000485

distance 0.383 · cross-district

#8 · Sanglicell 4930004051

distance 0.388

#9 · Sataracell 4940000721

distance 0.395 · cross-district

#10 · Sataracell 4940000087

distance 0.402 · cross-district

#11 · Sataracell 4940000325

distance 0.419 · cross-district

#12 · Ahmednagarcell 4660013990

distance 0.428 · cross-district

#13 · Sanglicell 4930003721

distance 0.432

#14 · Chhatrapati Sambhajinagarcell 4690006128

distance 0.451 · cross-district

#15 · Sataracell 4940000663

distance 0.451 · cross-district

#16 · Kolhapurcell 4800005550

distance 0.452 · cross-district

#17 · Sanglicell 4930004195

distance 0.452

#18 · Jalgaoncell 4780000916

distance 0.453 · 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":4930003547}}}'

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.