Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004526

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

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005434

distance 0.089

#2 · Sanglicell 4930005898

distance 0.128

#3 · Sanglicell 4930004798

distance 0.136

#4 · Sanglicell 4930004378

distance 0.145

#5 · Sanglicell 4930005727

distance 0.146

#6 · Sanglicell 4930005071

distance 0.149

#7 · Sanglicell 4930004938

distance 0.155

#8 · Sanglicell 4930005893

distance 0.157

#9 · Sanglicell 4930005738

distance 0.165

#10 · Sanglicell 4930004937

distance 0.168

#11 · Sanglicell 4930005199

distance 0.17

#12 · Sanglicell 4930006045

distance 0.173

#13 · Sanglicell 4930006334

distance 0.176

#14 · Sanglicell 4930004790

distance 0.177

#15 · Sanglicell 4930005312

distance 0.183

#16 · Sataracell 4940000381

distance 0.183 · cross-district

#17 · Sanglicell 4930006271

distance 0.185

#18 · Sanglicell 4930005079

distance 0.188

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":4930004526}}}'

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.