Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002769

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

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000817

distance 0.316 · cross-district

#2 · Nandedcell 4850007947

distance 0.325 · cross-district

#3 · Solapurcell 4960002859

distance 0.333 · cross-district

#4 · Ahmednagarcell 4660009052

distance 0.345 · cross-district

#5 · Ahmednagarcell 4660006196

distance 0.364 · cross-district

#6 · Laturcell 4810002956

distance 0.383 · cross-district

#7 · Ahmednagarcell 4660000829

distance 0.384 · cross-district

#8 · Ahmednagarcell 4660009240

distance 0.41 · cross-district

#9 · Nandedcell 4850004667

distance 0.412 · cross-district

#10 · Ahmednagarcell 4660003982

distance 0.412 · cross-district

#11 · Ahmednagarcell 4660004316

distance 0.413 · cross-district

#12 · Kolhapurcell 4800004414

distance 0.425 · cross-district

#13 · Solapurcell 4960005507

distance 0.428 · cross-district

#14 · Dharashivcell 4880002343

distance 0.444 · cross-district

#15 · Sanglicell 4930002937

distance 0.446

#16 · Beedcell 4700002728

distance 0.449 · cross-district

#17 · Dhulecell 4740000870

distance 0.455 · cross-district

#18 · Sanglicell 4930002707

distance 0.461

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":4930002769}}}'

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.