Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003561

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 13 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.407

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960006961

distance 0.407 · cross-district

#2 · Dharashivcell 4880004970

distance 0.429 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690006861

distance 0.453 · cross-district

#4 · Nashikcell 4870007389

distance 0.461 · cross-district

#5 · Nandedcell 4850007473

distance 0.472 · cross-district

#6 · Jalgaoncell 4780007845

distance 0.475 · cross-district

#7 · Sataracell 4940000890

distance 0.486 · cross-district

#8 · Solapurcell 4960012406

distance 0.488 · cross-district

#9 · Jalnacell 4790001794

distance 0.495 · cross-district

#10 · Nashikcell 4870006780

distance 0.498 · cross-district

#11 · Laturcell 4810000901

distance 0.501 · cross-district

#12 · Washimcell 4990000229

distance 0.504 · cross-district

#13 · Kolhapurcell 4800005897

distance 0.506 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003206

distance 0.512 · cross-district

#15 · Ahmednagarcell 4660008607

distance 0.512 · cross-district

#16 · Laturcell 4810001786

distance 0.52 · cross-district

#17 · Jalgaoncell 4780003284

distance 0.521 · cross-district

#18 · Sanglicell 4930001138

distance 0.53

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":4930003561}}}'

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.