Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002485

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001978

distance 0.258

#2 · Sanglicell 4930002149

distance 0.27

#3 · Kolhapurcell 4800006052

distance 0.307 · cross-district

#4 · Sanglicell 4930002481

distance 0.309

#5 · Sanglicell 4930000778

distance 0.312

#6 · Kolhapurcell 4800006228

distance 0.316 · cross-district

#7 · Nashikcell 4870013222

distance 0.317 · cross-district

#8 · Nandurbarcell 4860003274

distance 0.321 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004584

distance 0.323 · cross-district

#10 · Sanglicell 4930002148

distance 0.323

#11 · Sanglicell 4930003865

distance 0.324

#12 · Dhulecell 4740004071

distance 0.324 · cross-district

#13 · Sanglicell 4930002655

distance 0.332

#14 · Chhatrapati Sambhajinagarcell 4690003137

distance 0.337 · cross-district

#15 · Kolhapurcell 4800006205

distance 0.339 · cross-district

#16 · Sanglicell 4930001977

distance 0.34

#17 · Sataracell 4940000047

distance 0.342 · cross-district

#18 · Ahmednagarcell 4660010538

distance 0.343 · 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":4930002485}}}'

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.