Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004032

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003008

distance 0.224

#2 · Sanglicell 4930000898

distance 0.263

#3 · Nashikcell 4870007923

distance 0.263 · cross-district

#4 · Sanglicell 4930001521

distance 0.266

#5 · Sataracell 4940000272

distance 0.273 · cross-district

#6 · Sanglicell 4930000900

distance 0.277

#7 · Sanglicell 4930000511

distance 0.279

#8 · Sanglicell 4930003699

distance 0.284

#9 · Sanglicell 4930001999

distance 0.284

#10 · Sanglicell 4930002836

distance 0.285

#11 · Sataracell 4940000376

distance 0.287 · cross-district

#12 · Nashikcell 4870007350

distance 0.287 · cross-district

#13 · Sanglicell 4930004797

distance 0.287

#14 · Sanglicell 4930003868

distance 0.289

#15 · Sanglicell 4930003704

distance 0.29

#16 · Sataracell 4940000107

distance 0.292 · cross-district

#17 · Nashikcell 4870007778

distance 0.294 · cross-district

#18 · Sataracell 4940000082

distance 0.301 · 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":4930004032}}}'

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.