Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001774

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001930

distance 0.115

#2 · Sanglicell 4930001926

distance 0.123

#3 · Sanglicell 4930001937

distance 0.126

#4 · Sanglicell 4930001769

distance 0.128

#5 · Beedcell 4700006381

distance 0.128 · cross-district

#6 · Laturcell 4810001084

distance 0.13 · cross-district

#7 · Sanglicell 4930001620

distance 0.131

#8 · Sanglicell 4930000497

distance 0.133

#9 · Sanglicell 4930000986

distance 0.133

#10 · Dharashivcell 4880006330

distance 0.133 · cross-district

#11 · Sanglicell 4930000668

distance 0.135

#12 · Solapurcell 4960012612

distance 0.135 · cross-district

#13 · Dharashivcell 4880002463

distance 0.136 · cross-district

#14 · Laturcell 4810000438

distance 0.139 · cross-district

#15 · Beedcell 4700001111

distance 0.139 · cross-district

#16 · Laturcell 4810000988

distance 0.14 · cross-district

#17 · Beedcell 4700001128

distance 0.14 · cross-district

#18 · Beedcell 4700003693

distance 0.141 · 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":4930001774}}}'

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.