Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003910

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000623

distance 0.132

#2 · Sanglicell 4930003911

distance 0.15

#3 · Sanglicell 4930000618

distance 0.163

#4 · Sanglicell 4930000428

distance 0.168

#5 · Sanglicell 4930000723

distance 0.176

#6 · Sanglicell 4930003426

distance 0.184

#7 · Sanglicell 4930001273

distance 0.188

#8 · Sanglicell 4930002235

distance 0.189

#9 · Sanglicell 4930003573

distance 0.19

#10 · Sanglicell 4930003923

distance 0.19

#11 · Sanglicell 4930000320

distance 0.191

#12 · Sanglicell 4930003607

distance 0.192

#13 · Sanglicell 4930003760

distance 0.194

#14 · Sanglicell 4930001429

distance 0.198

#15 · Sanglicell 4930001155

distance 0.198

#16 · Sanglicell 4930000366

distance 0.2

#17 · Sanglicell 4930004110

distance 0.201

#18 · Sanglicell 4930000608

distance 0.201

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":4930003910}}}'

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.