Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000745

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001173

distance 0.129

#2 · Sanglicell 4930000952

distance 0.162

#3 · Beedcell 4700002899

distance 0.193 · cross-district

#4 · Sanglicell 4930000951

distance 0.209

#5 · Solapurcell 4960000117

distance 0.221 · cross-district

#6 · Beedcell 4700001624

distance 0.224 · cross-district

#7 · Beedcell 4700002252

distance 0.226 · cross-district

#8 · Beedcell 4700004953

distance 0.23 · cross-district

#9 · Sanglicell 4930004964

distance 0.232

#10 · Sanglicell 4930000849

distance 0.232

#11 · Beedcell 4700002550

distance 0.232 · cross-district

#12 · Dharashivcell 4880002623

distance 0.234 · cross-district

#13 · Sanglicell 4930000650

distance 0.234

#14 · Beedcell 4700006993

distance 0.235 · cross-district

#15 · Beedcell 4700003059

distance 0.239 · cross-district

#16 · Beedcell 4700003913

distance 0.24 · cross-district

#17 · Beedcell 4700003199

distance 0.244 · cross-district

#18 · Ahmednagarcell 4660004312

distance 0.245 · 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":4930000745}}}'

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.