Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000521

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001274

distance 0.229

#2 · Washimcell 4990001846

distance 0.297 · cross-district

#3 · Sanglicell 4930001693

distance 0.332

#4 · Dharashivcell 4880000695

distance 0.332 · cross-district

#5 · Washimcell 4990002011

distance 0.344 · cross-district

#6 · Sanglicell 4930000939

distance 0.344

#7 · Washimcell 4990003920

distance 0.37 · cross-district

#8 · Jalnacell 4790002372

distance 0.375 · cross-district

#9 · Buldhanacell 4720000778

distance 0.38 · cross-district

#10 · Sanglicell 4930000830

distance 0.382

#11 · Beedcell 4700002357

distance 0.383 · cross-district

#12 · Ahmednagarcell 4660010242

distance 0.383 · cross-district

#13 · Parbhanicell 4890004284

distance 0.386 · cross-district

#14 · Sanglicell 4930000713

distance 0.388

#15 · Chhatrapati Sambhajinagarcell 4690000417

distance 0.388 · cross-district

#16 · Beedcell 4700001329

distance 0.389 · cross-district

#17 · Beedcell 4700001343

distance 0.389 · cross-district

#18 · Nandedcell 4850007504

distance 0.392 · 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":4930000521}}}'

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.