Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002348

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

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002517

distance 0.22

#2 · Sanglicell 4930002516

distance 0.286

#3 · Ahmednagarcell 4660014310

distance 0.298 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002234

distance 0.301 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690006804

distance 0.305 · cross-district

#6 · Kolhapurcell 4800005545

distance 0.321 · cross-district

#7 · Sanglicell 4930002854

distance 0.326

#8 · Chhatrapati Sambhajinagarcell 4690001653

distance 0.331 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002214

distance 0.338 · cross-district

#10 · Ahmednagarcell 4660013953

distance 0.339 · cross-district

#11 · Jalgaoncell 4780000347

distance 0.339 · cross-district

#12 · Yavatmalcell 5000006085

distance 0.343 · cross-district

#13 · Jalgaoncell 4780002523

distance 0.346 · cross-district

#14 · Dhulecell 4740001698

distance 0.348 · cross-district

#15 · Jalgaoncell 4780001112

distance 0.349 · cross-district

#16 · Jalgaoncell 4780003883

distance 0.349 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001652

distance 0.35 · cross-district

#18 · Jalgaoncell 4780001363

distance 0.35 · 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":4930002348}}}'

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.