Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002766

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001878

distance 0.313 · cross-district

#2 · Solapurcell 4960004541

distance 0.348 · cross-district

#3 · Laturcell 4810003524

distance 0.373 · cross-district

#4 · Sanglicell 4930001916

distance 0.377

#5 · Dharashivcell 4880001694

distance 0.384 · cross-district

#6 · Sanglicell 4930003283

distance 0.386

#7 · Sanglicell 4930002083

distance 0.39

#8 · Jalnacell 4790003800

distance 0.396 · cross-district

#9 · Dharashivcell 4880002593

distance 0.396 · cross-district

#10 · Beedcell 4700007551

distance 0.396 · cross-district

#11 · Laturcell 4810002860

distance 0.407 · cross-district

#12 · Sanglicell 4930002935

distance 0.408

#13 · Nashikcell 4870012570

distance 0.412 · cross-district

#14 · Beedcell 4700006244

distance 0.413 · cross-district

#15 · Beedcell 4700000279

distance 0.415 · cross-district

#16 · Dhulecell 4740002170

distance 0.425 · cross-district

#17 · Beedcell 4700007890

distance 0.426 · cross-district

#18 · Jalnacell 4790004963

distance 0.43 · 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":4930002766}}}'

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.