Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005247

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

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005483

distance 0.183

#2 · Jalgaoncell 4780009878

distance 0.188 · cross-district

#3 · Sanglicell 4930004153

distance 0.19

#4 · Solapurcell 4960000169

distance 0.191 · cross-district

#5 · Jalgaoncell 4780009879

distance 0.192 · cross-district

#6 · Jalgaoncell 4780009783

distance 0.197 · cross-district

#7 · Jalgaoncell 4780001850

distance 0.198 · cross-district

#8 · Buldhanacell 4720004644

distance 0.199 · cross-district

#9 · Beedcell 4700005925

distance 0.203 · cross-district

#10 · Jalgaoncell 4780001428

distance 0.209 · cross-district

#11 · Buldhanacell 4720003743

distance 0.212 · cross-district

#12 · Buldhanacell 4720000419

distance 0.214 · cross-district

#13 · Jalgaoncell 4780006572

distance 0.216 · cross-district

#14 · Jalgaoncell 4780001640

distance 0.217 · cross-district

#15 · Beedcell 4700003396

distance 0.217 · cross-district

#16 · Jalgaoncell 4780001970

distance 0.218 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690008509

distance 0.218 · cross-district

#18 · Jalgaoncell 4780002072

distance 0.219 · 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":4930005247}}}'

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.