Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003836

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000496

distance 0.19 · cross-district

#2 · Sanglicell 4930003671

distance 0.226

#3 · Sanglicell 4930005399

distance 0.233

#4 · Sanglicell 4930003839

distance 0.238

#5 · Solapurcell 4960000492

distance 0.253 · cross-district

#6 · Solapurcell 4960000493

distance 0.254 · cross-district

#7 · Sanglicell 4930004173

distance 0.256

#8 · Sanglicell 4930002450

distance 0.264

#9 · Solapurcell 4960003022

distance 0.269 · cross-district

#10 · Beedcell 4700005748

distance 0.271 · cross-district

#11 · Sanglicell 4930002639

distance 0.272

#12 · Solapurcell 4960001833

distance 0.273 · cross-district

#13 · Sanglicell 4930002965

distance 0.273

#14 · Sanglicell 4930002635

distance 0.274

#15 · Solapurcell 4960003025

distance 0.275 · cross-district

#16 · Solapurcell 4960001831

distance 0.28 · cross-district

#17 · Sanglicell 4930003838

distance 0.281

#18 · Solapurcell 4960000619

distance 0.282 · 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":4930003836}}}'

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.