Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004266

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.341

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004874

distance 0.341 · cross-district

#2 · Laturcell 4810004671

distance 0.357 · cross-district

#3 · Laturcell 4810005456

distance 0.391 · cross-district

#4 · Hingolicell 4770003962

distance 0.391 · cross-district

#5 · Laturcell 4810004172

distance 0.394 · cross-district

#6 · Sanglicell 4930004564

distance 0.4

#7 · Laturcell 4810004759

distance 0.401 · cross-district

#8 · Laturcell 4810005221

distance 0.404 · cross-district

#9 · Laturcell 4810003980

distance 0.406 · cross-district

#10 · Laturcell 4810004567

distance 0.415 · cross-district

#11 · Laturcell 4810003979

distance 0.417 · cross-district

#12 · Solapurcell 4960008422

distance 0.421 · cross-district

#13 · Laturcell 4810004672

distance 0.424 · cross-district

#14 · Laturcell 4810003971

distance 0.425 · cross-district

#15 · Laturcell 4810005454

distance 0.426 · cross-district

#16 · Bhandaracell 4710001097

distance 0.426 · cross-district

#17 · Laturcell 4810005218

distance 0.428 · cross-district

#18 · Laturcell 4810004466

distance 0.428 · 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":4930004266}}}'

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.