Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004513

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005734

distance 0.135

#2 · Sanglicell 4930004655

distance 0.156

#3 · Sanglicell 4930005886

distance 0.178

#4 · Sanglicell 4930006041

distance 0.212

#5 · Sanglicell 4930004242

distance 0.215

#6 · Sanglicell 4930005974

distance 0.218

#7 · Sanglicell 4930005818

distance 0.234

#8 · Ahmednagarcell 4660002799

distance 0.235 · cross-district

#9 · Nashikcell 4870005731

distance 0.239 · cross-district

#10 · Sanglicell 4930001256

distance 0.241

#11 · Nashikcell 4870005415

distance 0.249 · cross-district

#12 · Nashikcell 4870006913

distance 0.251 · cross-district

#13 · Sanglicell 4930005062

distance 0.252

#14 · Sanglicell 4930005637

distance 0.254

#15 · Sanglicell 4930005565

distance 0.254

#16 · Solapurcell 4960012141

distance 0.255 · cross-district

#17 · Nashikcell 4870005733

distance 0.256 · cross-district

#18 · Ahmednagarcell 4660002135

distance 0.257 · 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":4930004513}}}'

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.