Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005480

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004285

distance 0.108

#2 · Solapurcell 4960000281

distance 0.109 · cross-district

#3 · Sanglicell 4930004585

distance 0.119

#4 · Solapurcell 4960000173

distance 0.122 · cross-district

#5 · Solapurcell 4960000806

distance 0.123 · cross-district

#6 · Sanglicell 4930005684

distance 0.124

#7 · Solapurcell 4960000280

distance 0.125 · cross-district

#8 · Sanglicell 4930005478

distance 0.126

#9 · Solapurcell 4960000174

distance 0.128 · cross-district

#10 · Sanglicell 4930004863

distance 0.128

#11 · Sanglicell 4930004999

distance 0.136

#12 · Solapurcell 4960000279

distance 0.148 · cross-district

#13 · Sanglicell 4930005484

distance 0.149

#14 · Sanglicell 4930004866

distance 0.155

#15 · Solapurcell 4960000458

distance 0.156 · cross-district

#16 · Sanglicell 4930004129

distance 0.157

#17 · Sanglicell 4930004865

distance 0.157

#18 · Solapurcell 4960000335

distance 0.158 · 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":4930005480}}}'

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.