Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002521

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002186

distance 0.173

#2 · Sanglicell 4930002687

distance 0.197

#3 · Sanglicell 4930001267

distance 0.227

#4 · Sanglicell 4930002520

distance 0.235

#5 · Sanglicell 4930000057

distance 0.274

#6 · Nandedcell 4850001368

distance 0.277 · cross-district

#7 · Sanglicell 4930001860

distance 0.281

#8 · Punecell 4900001615

distance 0.284 · cross-district

#9 · Sanglicell 4930001032

distance 0.286

#10 · Ahmednagarcell 4660011400

distance 0.29 · cross-district

#11 · Sanglicell 4930001145

distance 0.294

#12 · Solapurcell 4960012551

distance 0.297 · cross-district

#13 · Ahmednagarcell 4660011871

distance 0.3 · cross-district

#14 · Nashikcell 4870004712

distance 0.303 · cross-district

#15 · Ahmednagarcell 4660011239

distance 0.306 · cross-district

#16 · Sanglicell 4930001694

distance 0.309

#17 · Laturcell 4810005911

distance 0.309 · cross-district

#18 · Solapurcell 4960000024

distance 0.312 · 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":4930002521}}}'

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.