Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000548

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000629

distance 0.113

#2 · Sanglicell 4930000630

distance 0.148

#3 · Sanglicell 4930003231

distance 0.163

#4 · Sanglicell 4930002221

distance 0.171

#5 · Sanglicell 4930001574

distance 0.19

#6 · Sanglicell 4930003069

distance 0.196

#7 · Solapurcell 4960000259

distance 0.197 · cross-district

#8 · Sanglicell 4930003228

distance 0.199

#9 · Sanglicell 4930002037

distance 0.202

#10 · Beedcell 4700000539

distance 0.202 · cross-district

#11 · Dharashivcell 4880000217

distance 0.203 · cross-district

#12 · Sanglicell 4930006004

distance 0.204

#13 · Sanglicell 4930001729

distance 0.204

#14 · Beedcell 4700008257

distance 0.207 · cross-district

#15 · Solapurcell 4960000867

distance 0.208 · cross-district

#16 · Dharashivcell 4880005754

distance 0.209 · cross-district

#17 · Sanglicell 4930003929

distance 0.209

#18 · Sanglicell 4930000833

distance 0.21

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":4930000548}}}'

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.