Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002919

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002411

distance 0.142

#2 · Sanglicell 4930001098

distance 0.154

#3 · Sanglicell 4930001765

distance 0.161

#4 · Sanglicell 4930000573

distance 0.163

#5 · Sanglicell 4930001611

distance 0.164

#6 · Sanglicell 4930001471

distance 0.177

#7 · Chhatrapati Sambhajinagarcell 4690002534

distance 0.186 · cross-district

#8 · Sanglicell 4930000174

distance 0.187

#9 · Sanglicell 4930001749

distance 0.187

#10 · Sanglicell 4930001087

distance 0.192

#11 · Sanglicell 4930001616

distance 0.195

#12 · Sanglicell 4930002434

distance 0.195

#13 · Beedcell 4700003895

distance 0.198 · cross-district

#14 · Sanglicell 4930000876

distance 0.2

#15 · Ahmednagarcell 4660014273

distance 0.2 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004682

distance 0.201 · cross-district

#17 · Solapurcell 4960000270

distance 0.201 · cross-district

#18 · Sanglicell 4930000670

distance 0.201

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":4930002919}}}'

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.