Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006056

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006259

distance 0.171

#2 · Sanglicell 4930004067

distance 0.192

#3 · Sanglicell 4930006477

distance 0.216

#4 · Sanglicell 4930006411

distance 0.219

#5 · Sanglicell 4930005064

distance 0.223

#6 · Sanglicell 4930006476

distance 0.226

#7 · Sanglicell 4930004370

distance 0.227

#8 · Sanglicell 4930005649

distance 0.228

#9 · Sataracell 4940000715

distance 0.231 · cross-district

#10 · Sanglicell 4930005825

distance 0.232

#11 · Sataracell 4940000657

distance 0.238 · cross-district

#12 · Sanglicell 4930005543

distance 0.243

#13 · Buldhanacell 4720004596

distance 0.245 · cross-district

#14 · Sataracell 4940000989

distance 0.246 · cross-district

#15 · Kolhapurcell 4800003962

distance 0.247 · cross-district

#16 · Kolhapurcell 4800005214

distance 0.249 · cross-district

#17 · Sanglicell 4930003582

distance 0.251

#18 · Sanglicell 4930006394

distance 0.252

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":4930006056}}}'

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.