Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002576

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000363

distance 0.154

#2 · Laturcell 4810002655

distance 0.164 · cross-district

#3 · Laturcell 4810002570

distance 0.166 · cross-district

#4 · Sanglicell 4930000267

distance 0.175

#5 · Laturcell 4810002676

distance 0.175 · cross-district

#6 · Beedcell 4700002028

distance 0.176 · cross-district

#7 · Laturcell 4810002858

distance 0.18 · cross-district

#8 · Sanglicell 4930000201

distance 0.18

#9 · Laturcell 4810002666

distance 0.183 · cross-district

#10 · Dharashivcell 4880006070

distance 0.183 · cross-district

#11 · Laturcell 4810003565

distance 0.186 · cross-district

#12 · Laturcell 4810004061

distance 0.187 · cross-district

#13 · Laturcell 4810004548

distance 0.19 · cross-district

#14 · Beedcell 4700000457

distance 0.191 · cross-district

#15 · Sanglicell 4930000069

distance 0.192

#16 · Laturcell 4810002743

distance 0.194 · cross-district

#17 · Laturcell 4810004455

distance 0.194 · cross-district

#18 · Laturcell 4810002780

distance 0.195 · 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":4930002576}}}'

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.