Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004133

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

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000517

distance 0.093 · cross-district

#2 · Sanglicell 4930004438

distance 0.099

#3 · Sanglicell 4930004589

distance 0.101

#4 · Solapurcell 4960000654

distance 0.102 · cross-district

#5 · Sanglicell 4930004998

distance 0.119

#6 · Solapurcell 4960002045

distance 0.144 · cross-district

#7 · Solapurcell 4960000672

distance 0.146 · cross-district

#8 · Solapurcell 4960000224

distance 0.147 · cross-district

#9 · Solapurcell 4960000882

distance 0.149 · cross-district

#10 · Solapurcell 4960000717

distance 0.15 · cross-district

#11 · Solapurcell 4960009213

distance 0.151 · cross-district

#12 · Sanglicell 4930004725

distance 0.159

#13 · Sanglicell 4930005376

distance 0.161

#14 · Solapurcell 4960000977

distance 0.166 · cross-district

#15 · Solapurcell 4960002853

distance 0.167 · cross-district

#16 · Sanglicell 4930004284

distance 0.168

#17 · Sanglicell 4930004449

distance 0.17

#18 · Solapurcell 4960006565

distance 0.17 · 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":4930004133}}}'

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.