Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004356

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003887

distance 0.169

#2 · Sanglicell 4930004203

distance 0.182

#3 · Sanglicell 4930005412

distance 0.215

#4 · Sanglicell 4930004934

distance 0.227

#5 · Chhatrapati Sambhajinagarcell 4690006661

distance 0.249 · cross-district

#6 · Sataracell 4940000431

distance 0.253 · cross-district

#7 · Sanglicell 4930004937

distance 0.255

#8 · Sataracell 4940000478

distance 0.256 · cross-district

#9 · Sataracell 4940000723

distance 0.271 · cross-district

#10 · Sanglicell 4930004517

distance 0.273

#11 · Sataracell 4940000539

distance 0.273 · cross-district

#12 · Sanglicell 4930001246

distance 0.274

#13 · Nashikcell 4870003138

distance 0.276 · cross-district

#14 · Nashikcell 4870003835

distance 0.277 · cross-district

#15 · Sataracell 4940000056

distance 0.277 · cross-district

#16 · Sataracell 4940000156

distance 0.28 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690006824

distance 0.282 · cross-district

#18 · Nashikcell 4870003407

distance 0.285 · 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":4930004356}}}'

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.