Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002655

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002484

distance 0.207

#2 · Sanglicell 4930001978

distance 0.212

#3 · Sanglicell 4930002487

distance 0.214

#4 · Sanglicell 4930002146

distance 0.219

#5 · Dhulecell 4740004332

distance 0.247 · cross-district

#6 · Nandurbarcell 4860000932

distance 0.254 · cross-district

#7 · Nandurbarcell 4860000891

distance 0.255 · cross-district

#8 · Nandurbarcell 4860000872

distance 0.258 · cross-district

#9 · Dhulecell 4740004081

distance 0.258 · cross-district

#10 · Dhulecell 4740004070

distance 0.259 · cross-district

#11 · Dhulecell 4740004338

distance 0.264 · cross-district

#12 · Nashikcell 4870013350

distance 0.266 · cross-district

#13 · Dhulecell 4740004244

distance 0.267 · cross-district

#14 · Kolhapurcell 4800006052

distance 0.269 · cross-district

#15 · Nandurbarcell 4860000811

distance 0.27 · cross-district

#16 · Kolhapurcell 4800006251

distance 0.27 · cross-district

#17 · Dhulecell 4740004245

distance 0.27 · cross-district

#18 · Nandurbarcell 4860000771

distance 0.271 · 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":4930002655}}}'

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.