Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005273

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002126

distance 0.222

#2 · Dharashivcell 4880001248

distance 0.241 · cross-district

#3 · Solapurcell 4960001463

distance 0.272 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690007721

distance 0.277 · cross-district

#5 · Dharashivcell 4880002953

distance 0.278 · cross-district

#6 · Nashikcell 4870005929

distance 0.282 · cross-district

#7 · Dharashivcell 4880006465

distance 0.282 · cross-district

#8 · Nandedcell 4850002620

distance 0.284 · cross-district

#9 · Ahmednagarcell 4660009808

distance 0.288 · cross-district

#10 · Sanglicell 4930005274

distance 0.295

#11 · Nashikcell 4870006506

distance 0.295 · cross-district

#12 · Sanglicell 4930001088

distance 0.3

#13 · Solapurcell 4960002451

distance 0.301 · cross-district

#14 · Nandedcell 4850002531

distance 0.305 · cross-district

#15 · Solapurcell 4960000306

distance 0.306 · cross-district

#16 · Dhulecell 4740001770

distance 0.31 · cross-district

#17 · Dharashivcell 4880001599

distance 0.31 · cross-district

#18 · Laturcell 4810005918

distance 0.311 · 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":4930005273}}}'

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.