Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002027

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001289

distance 0.253

#2 · Sanglicell 4930001692

distance 0.268

#3 · Sanglicell 4930002190

distance 0.288

#4 · Ahmednagarcell 4660000777

distance 0.3 · cross-district

#5 · Solapurcell 4960005055

distance 0.302 · cross-district

#6 · Sanglicell 4930000016

distance 0.303

#7 · Punecell 4900001485

distance 0.306 · cross-district

#8 · Sanglicell 4930004836

distance 0.307

#9 · Sanglicell 4930002368

distance 0.309

#10 · Sanglicell 4930001213

distance 0.309

#11 · Kolhapurcell 4800004017

distance 0.31 · cross-district

#12 · Punecell 4900005008

distance 0.316 · cross-district

#13 · Sanglicell 4930000169

distance 0.321

#14 · Sanglicell 4930002030

distance 0.327

#15 · Sanglicell 4930000224

distance 0.335

#16 · Kolhapurcell 4800004692

distance 0.337 · cross-district

#17 · Sanglicell 4930000700

distance 0.339

#18 · Sanglicell 4930003924

distance 0.34

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":4930002027}}}'

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.