Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005975

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005178

distance 0.268

#2 · Sanglicell 4930006193

distance 0.28

#3 · Nashikcell 4870003148

distance 0.311 · cross-district

#4 · Ahmednagarcell 4660007640

distance 0.314 · cross-district

#5 · Sataracell 4940007799

distance 0.315 · cross-district

#6 · Ahmednagarcell 4660012312

distance 0.319 · cross-district

#7 · Nashikcell 4870007602

distance 0.32 · cross-district

#8 · Sanglicell 4930005822

distance 0.321

#9 · Sanglicell 4930004532

distance 0.327

#10 · Beedcell 4700009009

distance 0.335 · cross-district

#11 · Sataracell 4940000195

distance 0.336 · cross-district

#12 · Sanglicell 4930005900

distance 0.337

#13 · Ahmednagarcell 4660000228

distance 0.34 · cross-district

#14 · Sanglicell 4930002329

distance 0.342

#15 · Chhatrapati Sambhajinagarcell 4690002167

distance 0.342 · cross-district

#16 · Sanglicell 4930006102

distance 0.344

#17 · Punecell 4900005664

distance 0.354 · cross-district

#18 · Sanglicell 4930005432

distance 0.355

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":4930005975}}}'

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.