Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002826

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003526

distance 0.212

#2 · Sanglicell 4930002997

distance 0.259

#3 · Sanglicell 4930002998

distance 0.284

#4 · Sanglicell 4930001109

distance 0.285

#5 · Nashikcell 4870012433

distance 0.302 · cross-district

#6 · Nashikcell 4870012426

distance 0.313 · cross-district

#7 · Sanglicell 4930002827

distance 0.313

#8 · Nashikcell 4870012430

distance 0.325 · cross-district

#9 · Nandurbarcell 4860001997

distance 0.325 · cross-district

#10 · Nashikcell 4870012341

distance 0.333 · cross-district

#11 · Nashikcell 4870012593

distance 0.333 · cross-district

#12 · Nashikcell 4870012428

distance 0.336 · cross-district

#13 · Nashikcell 4870008539

distance 0.336 · cross-district

#14 · Nandurbarcell 4860001957

distance 0.339 · cross-district

#15 · Nashikcell 4870012512

distance 0.342 · cross-district

#16 · Nashikcell 4870012592

distance 0.343 · cross-district

#17 · Nashikcell 4870012427

distance 0.343 · cross-district

#18 · Sanglicell 4930002658

distance 0.349

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":4930002826}}}'

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.