Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005124

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005253

distance 0.207

#2 · Solapurcell 4960012493

distance 0.236 · cross-district

#3 · Jalgaoncell 4780001628

distance 0.246 · cross-district

#4 · Jalgaoncell 4780001945

distance 0.251 · cross-district

#5 · Solapurcell 4960009736

distance 0.255 · cross-district

#6 · Solapurcell 4960007116

distance 0.256 · cross-district

#7 · Buldhanacell 4720000239

distance 0.258 · cross-district

#8 · Beedcell 4700005204

distance 0.263 · cross-district

#9 · Solapurcell 4960010231

distance 0.265 · cross-district

#10 · Solapurcell 4960010732

distance 0.265 · cross-district

#11 · Buldhanacell 4720000360

distance 0.266 · cross-district

#12 · Buldhanacell 4720004742

distance 0.269 · cross-district

#13 · Beedcell 4700005378

distance 0.27 · cross-district

#14 · Jalgaoncell 4780001940

distance 0.27 · cross-district

#15 · Jalgaoncell 4780001631

distance 0.274 · cross-district

#16 · Sanglicell 4930002589

distance 0.274

#17 · Jalgaoncell 4780001641

distance 0.276 · cross-district

#18 · Beedcell 4700004184

distance 0.276 · 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":4930005124}}}'

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.