Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003469

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003642

distance 0.098

#2 · Sanglicell 4930003468

distance 0.112

#3 · Sanglicell 4930003467

distance 0.122

#4 · Sanglicell 4930003471

distance 0.126

#5 · Sanglicell 4930001095

distance 0.144

#6 · Solapurcell 4960012630

distance 0.144 · cross-district

#7 · Sanglicell 4930001448

distance 0.151

#8 · Beedcell 4700007591

distance 0.152 · cross-district

#9 · Sanglicell 4930000774

distance 0.156

#10 · Dharashivcell 4880004934

distance 0.156 · cross-district

#11 · Beedcell 4700008644

distance 0.157 · cross-district

#12 · Dharashivcell 4880003526

distance 0.158 · cross-district

#13 · Sanglicell 4930001447

distance 0.161

#14 · Beedcell 4700008643

distance 0.171 · cross-district

#15 · Dharashivcell 4880002423

distance 0.172 · cross-district

#16 · Beedcell 4700007323

distance 0.175 · cross-district

#17 · Laturcell 4810000557

distance 0.175 · cross-district

#18 · Buldhanacell 4720002687

distance 0.175 · 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":4930003469}}}'

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.