Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004548

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004547

distance 0.167

#2 · Sanglicell 4930006497

distance 0.187

#3 · Sanglicell 4930005221

distance 0.205

#4 · Sanglicell 4930004676

distance 0.211

#5 · Sanglicell 4930004829

distance 0.212

#6 · Sanglicell 4930006561

distance 0.224

#7 · Sanglicell 4930004455

distance 0.224

#8 · Solapurcell 4960000471

distance 0.224 · cross-district

#9 · Sanglicell 4930005353

distance 0.227

#10 · Sanglicell 4930004138

distance 0.228

#11 · Sanglicell 4930004831

distance 0.229

#12 · Nashikcell 4870006155

distance 0.233 · cross-district

#13 · Sanglicell 4930004697

distance 0.234

#14 · Solapurcell 4960000577

distance 0.236 · cross-district

#15 · Sanglicell 4930005920

distance 0.236

#16 · Sanglicell 4930004119

distance 0.236

#17 · Sanglicell 4930004685

distance 0.238

#18 · Sanglicell 4930003601

distance 0.24

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":4930004548}}}'

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.