Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004178

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000369

distance 0.076 · cross-district

#2 · Sanglicell 4930005400

distance 0.085

#3 · Solapurcell 4960000374

distance 0.098 · cross-district

#4 · Sanglicell 4930005606

distance 0.112

#5 · Sanglicell 4930003504

distance 0.117

#6 · Sanglicell 4930005040

distance 0.121

#7 · Sanglicell 4930003488

distance 0.124

#8 · Sanglicell 4930005510

distance 0.126

#9 · Sanglicell 4930005603

distance 0.13

#10 · Sanglicell 4930002625

distance 0.135

#11 · Sanglicell 4930003148

distance 0.135

#12 · Sanglicell 4930005942

distance 0.138

#13 · Sanglicell 4930005280

distance 0.165

#14 · Sanglicell 4930002627

distance 0.172

#15 · Sanglicell 4930005617

distance 0.174

#16 · Sanglicell 4930004758

distance 0.175

#17 · Solapurcell 4960000373

distance 0.179 · cross-district

#18 · Solapurcell 4960000198

distance 0.179 · 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":4930004178}}}'

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.