Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001945

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003473

distance 0.117

#2 · Sanglicell 4930003618

distance 0.126

#3 · Dharashivcell 4880001840

distance 0.14 · cross-district

#4 · Dharashivcell 4880001300

distance 0.141 · cross-district

#5 · Sanglicell 4930002609

distance 0.149

#6 · Sanglicell 4930002137

distance 0.149

#7 · Laturcell 4810000869

distance 0.154 · cross-district

#8 · Laturcell 4810000805

distance 0.155 · cross-district

#9 · Laturcell 4810000383

distance 0.156 · cross-district

#10 · Beedcell 4700002529

distance 0.157 · cross-district

#11 · Sanglicell 4930002945

distance 0.157

#12 · Laturcell 4810002305

distance 0.158 · cross-district

#13 · Dharashivcell 4880002529

distance 0.159 · cross-district

#14 · Dharashivcell 4880001980

distance 0.159 · cross-district

#15 · Dharashivcell 4880001210

distance 0.16 · cross-district

#16 · Laturcell 4810000382

distance 0.161 · cross-district

#17 · Laturcell 4810001802

distance 0.162 · cross-district

#18 · Laturcell 4810001380

distance 0.162 · 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":4930001945}}}'

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.