Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006327

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006453

distance 0.22

#2 · Chhatrapati Sambhajinagarcell 4690003383

distance 0.235 · cross-district

#3 · Kolhapurcell 4800005316

distance 0.254 · cross-district

#4 · Sanglicell 4930005892

distance 0.26

#5 · Sataracell 4940000884

distance 0.268 · cross-district

#6 · Sanglicell 4930005822

distance 0.271

#7 · Sanglicell 4930001014

distance 0.277

#8 · Punecell 4900004727

distance 0.277 · cross-district

#9 · Ahmednagarcell 4660013510

distance 0.278 · cross-district

#10 · Sanglicell 4930004070

distance 0.279

#11 · Sataracell 4940005739

distance 0.28 · cross-district

#12 · Sataracell 4940000234

distance 0.283 · cross-district

#13 · Punecell 4900000469

distance 0.284 · cross-district

#14 · Ahmednagarcell 4660003240

distance 0.288 · cross-district

#15 · Sanglicell 4930000142

distance 0.288

#16 · Sataracell 4940000828

distance 0.288 · cross-district

#17 · Beedcell 4700004719

distance 0.289 · cross-district

#18 · Buldhanacell 4720003928

distance 0.293 · 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":4930006327}}}'

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.