Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004009

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005278

distance 0.122

#2 · Solapurcell 4960000312

distance 0.127 · cross-district

#3 · Sanglicell 4930005605

distance 0.132

#4 · Sanglicell 4930005514

distance 0.136

#5 · Solapurcell 4960000688

distance 0.138 · cross-district

#6 · Sanglicell 4930003494

distance 0.139

#7 · Sanglicell 4930004005

distance 0.146

#8 · Sanglicell 4930003837

distance 0.153

#9 · Sanglicell 4930002458

distance 0.158

#10 · Solapurcell 4960002326

distance 0.158 · cross-district

#11 · Sanglicell 4930005862

distance 0.161

#12 · Sanglicell 4930004006

distance 0.164

#13 · Solapurcell 4960000842

distance 0.168 · cross-district

#14 · Solapurcell 4960002080

distance 0.169 · cross-district

#15 · Solapurcell 4960000764

distance 0.171 · cross-district

#16 · Sanglicell 4930005034

distance 0.173

#17 · Solapurcell 4960000365

distance 0.173 · cross-district

#18 · Sanglicell 4930002112

distance 0.173

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":4930004009}}}'

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.