Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003617

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003983

distance 0.114

#2 · Beedcell 4700002697

distance 0.15 · cross-district

#3 · Beedcell 4700002684

distance 0.169 · cross-district

#4 · Sanglicell 4930002601

distance 0.173

#5 · Ahmednagarcell 4660001091

distance 0.176 · cross-district

#6 · Sanglicell 4930002640

distance 0.182

#7 · Dharashivcell 4880001246

distance 0.188 · cross-district

#8 · Sanglicell 4930004017

distance 0.188

#9 · Beedcell 4700001716

distance 0.193 · cross-district

#10 · Beedcell 4700000992

distance 0.193 · cross-district

#11 · Solapurcell 4960006933

distance 0.195 · cross-district

#12 · Ahmednagarcell 4660000997

distance 0.2 · cross-district

#13 · Ahmednagarcell 4660007312

distance 0.202 · cross-district

#14 · Laturcell 4810001091

distance 0.203 · cross-district

#15 · Beedcell 4700002696

distance 0.205 · cross-district

#16 · Nashikcell 4870011936

distance 0.207 · cross-district

#17 · Sanglicell 4930003646

distance 0.208

#18 · Nandedcell 4850000818

distance 0.209 · 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":4930003617}}}'

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.