Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005126

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

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005250

distance 0.135

#2 · Sanglicell 4930005127

distance 0.139

#3 · Sanglicell 4930004720

distance 0.144

#4 · Sanglicell 4930005002

distance 0.157

#5 · Solapurcell 4960000342

distance 0.163 · cross-district

#6 · Solapurcell 4960000988

distance 0.165 · cross-district

#7 · Sanglicell 4930004294

distance 0.171

#8 · Sanglicell 4930005685

distance 0.172

#9 · Sanglicell 4930004148

distance 0.182

#10 · Sanglicell 4930004287

distance 0.182

#11 · Solapurcell 4960010191

distance 0.184 · cross-district

#12 · Solapurcell 4960001558

distance 0.184 · cross-district

#13 · Sanglicell 4930005774

distance 0.187

#14 · Solapurcell 4960009689

distance 0.188 · cross-district

#15 · Solapurcell 4960002015

distance 0.191 · cross-district

#16 · Solapurcell 4960001216

distance 0.191 · cross-district

#17 · Solapurcell 4960006594

distance 0.192 · cross-district

#18 · Beedcell 4700003665

distance 0.193 · 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":4930005126}}}'

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.