Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006306

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.067

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005801

distance 0.067

#2 · Sanglicell 4930001515

distance 0.172

#3 · Sanglicell 4930001831

distance 0.209

#4 · Sanglicell 4930005417

distance 0.214

#5 · Sanglicell 4930004814

distance 0.227

#6 · Solapurcell 4960006867

distance 0.228 · cross-district

#7 · Sanglicell 4930004921

distance 0.23

#8 · Sanglicell 4930006963

distance 0.23

#9 · Chhatrapati Sambhajinagarcell 4690005071

distance 0.231 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004629

distance 0.232 · cross-district

#11 · Sanglicell 4930004681

distance 0.234

#12 · Sataracell 4940005421

distance 0.235 · cross-district

#13 · Sataracell 4940006000

distance 0.236 · cross-district

#14 · Solapurcell 4960007001

distance 0.236 · cross-district

#15 · Sanglicell 4930006569

distance 0.24

#16 · Sataracell 4940005857

distance 0.241 · cross-district

#17 · Sanglicell 4930006444

distance 0.241

#18 · Sataracell 4940002561

distance 0.242 · 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":4930006306}}}'

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.