Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000340

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.435

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006297

distance 0.435 · cross-district

#2 · Kolhapurcell 4800004802

distance 0.46 · cross-district

#3 · Akolacell 4670001922

distance 0.484 · cross-district

#4 · Chandrapurcell 4730003182

distance 0.496 · cross-district

#5 · Ahmednagarcell 4660005352

distance 0.501 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002800

distance 0.501 · cross-district

#7 · Nandedcell 4850004666

distance 0.508 · cross-district

#8 · Kolhapurcell 4800004710

distance 0.51 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001431

distance 0.519 · cross-district

#10 · Kolhapurcell 4800005142

distance 0.525 · cross-district

#11 · Solapurcell 4960004753

distance 0.525 · cross-district

#12 · Ahmednagarcell 4660011901

distance 0.53 · cross-district

#13 · Akolacell 4670001747

distance 0.533 · cross-district

#14 · Solapurcell 4960004450

distance 0.538 · cross-district

#15 · Ahmednagarcell 4660004853

distance 0.538 · cross-district

#16 · Beedcell 4700001325

distance 0.549 · cross-district

#17 · Kolhapurcell 4800004332

distance 0.551 · cross-district

#18 · Sataracell 4940000948

distance 0.552 · 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":4930000340}}}'

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.