Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003780

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000076

distance 0.201

#2 · Sanglicell 4930001441

distance 0.201

#3 · Laturcell 4810002593

distance 0.222 · cross-district

#4 · Sanglicell 4930001701

distance 0.229

#5 · Beedcell 4700008570

distance 0.234 · cross-district

#6 · Kolhapurcell 4800004052

distance 0.236 · cross-district

#7 · Sanglicell 4930002753

distance 0.24

#8 · Solapurcell 4960004632

distance 0.241 · cross-district

#9 · Dharashivcell 4880005585

distance 0.241 · cross-district

#10 · Beedcell 4700005684

distance 0.242 · cross-district

#11 · Punecell 4900002802

distance 0.246 · cross-district

#12 · Dhulecell 4740002537

distance 0.248 · cross-district

#13 · Ahmednagarcell 4660013956

distance 0.25 · cross-district

#14 · Sanglicell 4930002570

distance 0.253

#15 · Chhatrapati Sambhajinagarcell 4690002234

distance 0.254 · cross-district

#16 · Dharashivcell 4880000559

distance 0.26 · cross-district

#17 · Beedcell 4700001721

distance 0.262 · cross-district

#18 · Kolhapurcell 4800004863

distance 0.263 · 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":4930003780}}}'

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.