Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000821

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

0.307

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002522

distance 0.307

#2 · Chhatrapati Sambhajinagarcell 4690000146

distance 0.31 · cross-district

#3 · Sanglicell 4930002689

distance 0.38

#4 · Ahmednagarcell 4660010748

distance 0.389 · cross-district

#5 · Dharashivcell 4880001447

distance 0.392 · cross-district

#6 · Parbhanicell 4890001576

distance 0.4 · cross-district

#7 · Sanglicell 4930006342

distance 0.402

#8 · Ahmednagarcell 4660011358

distance 0.409 · cross-district

#9 · Beedcell 4700000797

distance 0.412 · cross-district

#10 · Dharashivcell 4880004380

distance 0.414 · cross-district

#11 · Yavatmalcell 5000007730

distance 0.42 · cross-district

#12 · Dharashivcell 4880001739

distance 0.42 · cross-district

#13 · Laturcell 4810000846

distance 0.422 · cross-district

#14 · Yavatmalcell 5000011152

distance 0.428 · cross-district

#15 · Buldhanacell 4720002288

distance 0.43 · cross-district

#16 · Nandedcell 4850000678

distance 0.434 · cross-district

#17 · Parbhanicell 4890001244

distance 0.438 · cross-district

#18 · Laturcell 4810001175

distance 0.443 · 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":4930000821}}}'

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.