Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000006

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000049

distance 0.111

#2 · Laturcell 4810002782

distance 0.182 · cross-district

#3 · Sanglicell 4930000201

distance 0.203

#4 · Sanglicell 4930000000

distance 0.214

#5 · Laturcell 4810002655

distance 0.219 · cross-district

#6 · Laturcell 4810004847

distance 0.22 · cross-district

#7 · Sanglicell 4930002576

distance 0.222

#8 · Sanglicell 4930000031

distance 0.227

#9 · Beedcell 4700007021

distance 0.228 · cross-district

#10 · Sanglicell 4930000069

distance 0.228

#11 · Laturcell 4810004065

distance 0.228 · cross-district

#12 · Laturcell 4810002780

distance 0.237 · cross-district

#13 · Sanglicell 4930000193

distance 0.237

#14 · Solapurcell 4960011537

distance 0.237 · cross-district

#15 · Laturcell 4810004166

distance 0.238 · cross-district

#16 · Sanglicell 4930000363

distance 0.24

#17 · Laturcell 4810003440

distance 0.241 · cross-district

#18 · Laturcell 4810004750

distance 0.242 · 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":4930000006}}}'

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.