Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003754

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 4 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 4930001055

distance 0.089

#2 · Sanglicell 4930003755

distance 0.122

#3 · Sanglicell 4930003581

distance 0.14

#4 · Sanglicell 4930001889

distance 0.146

#5 · Sanglicell 4930002374

distance 0.165

#6 · Sanglicell 4930003750

distance 0.169

#7 · Solapurcell 4960006150

distance 0.173 · cross-district

#8 · Sanglicell 4930000056

distance 0.18

#9 · Sanglicell 4930000724

distance 0.18

#10 · Sanglicell 4930004272

distance 0.184

#11 · Kolhapurcell 4800005761

distance 0.186 · cross-district

#12 · Solapurcell 4960003966

distance 0.19 · cross-district

#13 · Sanglicell 4930004673

distance 0.19

#14 · Sanglicell 4930001053

distance 0.193

#15 · Solapurcell 4960004767

distance 0.197 · cross-district

#16 · Sanglicell 4930003435

distance 0.198

#17 · Sanglicell 4930001554

distance 0.199

#18 · Beedcell 4700001744

distance 0.2 · 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":4930003754}}}'

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.