Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005521

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

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001135

distance 0.12 · cross-district

#2 · Sataracell 4940001076

distance 0.167 · cross-district

#3 · Sataracell 4940003462

distance 0.183 · cross-district

#4 · Sataracell 4940001617

distance 0.187 · cross-district

#5 · Sataracell 4940006514

distance 0.197 · cross-district

#6 · Sataracell 4940001812

distance 0.21 · cross-district

#7 · Sanglicell 4930005794

distance 0.211

#8 · Sataracell 4940001194

distance 0.212 · cross-district

#9 · Sanglicell 4930005415

distance 0.224

#10 · Sataracell 4940006614

distance 0.225 · cross-district

#11 · Sanglicell 4930004153

distance 0.226

#12 · Chhatrapati Sambhajinagarcell 4690003693

distance 0.227 · cross-district

#13 · Sanglicell 4930004779

distance 0.229

#14 · Sanglicell 4930005522

distance 0.232

#15 · Sataracell 4940005545

distance 0.235 · cross-district

#16 · Sanglicell 4930004152

distance 0.238

#17 · Sataracell 4940002448

distance 0.238 · cross-district

#18 · Sataracell 4940003229

distance 0.239 · 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":4930005521}}}'

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.