Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004135

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

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004862

distance 0.08

#2 · Solapurcell 4960000284

distance 0.11 · cross-district

#3 · Sanglicell 4930004869

distance 0.125

#4 · Sanglicell 4930000437

distance 0.141

#5 · Solapurcell 4960000800

distance 0.144 · cross-district

#6 · Sanglicell 4930004433

distance 0.145

#7 · Sanglicell 4930004432

distance 0.145

#8 · Solapurcell 4960000176

distance 0.146 · cross-district

#9 · Solapurcell 4960000170

distance 0.146 · cross-district

#10 · Sanglicell 4930005246

distance 0.15

#11 · Solapurcell 4960000221

distance 0.151 · cross-district

#12 · Sanglicell 4930004996

distance 0.156

#13 · Sanglicell 4930004726

distance 0.156

#14 · Sanglicell 4930004861

distance 0.158

#15 · Solapurcell 4960000882

distance 0.159 · cross-district

#16 · Sanglicell 4930004721

distance 0.161

#17 · Sanglicell 4930000380

distance 0.163

#18 · Sanglicell 4930004998

distance 0.163

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":4930004135}}}'

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.