Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001465

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001928

distance 0.116

#2 · Sanglicell 4930003782

distance 0.145

#3 · Sanglicell 4930000656

distance 0.161

#4 · Sanglicell 4930001188

distance 0.164

#5 · Sanglicell 4930000369

distance 0.17

#6 · Dharashivcell 4880006234

distance 0.177 · cross-district

#7 · Sanglicell 4930000875

distance 0.177

#8 · Sanglicell 4930000498

distance 0.18

#9 · Sanglicell 4930002774

distance 0.188

#10 · Beedcell 4700008626

distance 0.191 · cross-district

#11 · Beedcell 4700006773

distance 0.195 · cross-district

#12 · Dharashivcell 4880005606

distance 0.196 · cross-district

#13 · Laturcell 4810001433

distance 0.197 · cross-district

#14 · Ahmednagarcell 4660000693

distance 0.198 · cross-district

#15 · Beedcell 4700004695

distance 0.201 · cross-district

#16 · Sanglicell 4930000839

distance 0.202

#17 · Sanglicell 4930001925

distance 0.202

#18 · Sanglicell 4930003298

distance 0.205

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":4930001465}}}'

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.