Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003823

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003477

distance 0.157

#2 · Sanglicell 4930004459

distance 0.206

#3 · Sanglicell 4930003124

distance 0.207

#4 · Dharashivcell 4880004182

distance 0.216 · cross-district

#5 · Sanglicell 4930001783

distance 0.22

#6 · Sanglicell 4930003991

distance 0.222

#7 · Ahmednagarcell 4660006113

distance 0.223 · cross-district

#8 · Beedcell 4700008031

distance 0.224 · cross-district

#9 · Sanglicell 4930003824

distance 0.226

#10 · Dharashivcell 4880005078

distance 0.23 · cross-district

#11 · Sanglicell 4930003653

distance 0.231

#12 · Dharashivcell 4880006169

distance 0.233 · cross-district

#13 · Dharashivcell 4880005459

distance 0.249 · cross-district

#14 · Sanglicell 4930004311

distance 0.252

#15 · Beedcell 4700007657

distance 0.253 · cross-district

#16 · Sanglicell 4930003127

distance 0.253

#17 · Solapurcell 4960012385

distance 0.255 · cross-district

#18 · Beedcell 4700001080

distance 0.256 · 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":4930003823}}}'

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.