Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004496

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000316

distance 0.157 · cross-district

#2 · Sataracell 4940000609

distance 0.181 · cross-district

#3 · Sataracell 4940000379

distance 0.195 · cross-district

#4 · Sanglicell 4930003876

distance 0.196

#5 · Sanglicell 4930004347

distance 0.214

#6 · Sanglicell 4930003875

distance 0.216

#7 · Sanglicell 4930004041

distance 0.218

#8 · Sataracell 4940000549

distance 0.222 · cross-district

#9 · Sanglicell 4930003706

distance 0.223

#10 · Sataracell 4940000225

distance 0.233 · cross-district

#11 · Sanglicell 4930003890

distance 0.238

#12 · Sanglicell 4930004214

distance 0.243

#13 · Sataracell 4940000429

distance 0.243 · cross-district

#14 · Sataracell 4940001072

distance 0.25 · cross-district

#15 · Sanglicell 4930004637

distance 0.25

#16 · Sanglicell 4930001013

distance 0.256

#17 · Kolhapurcell 4800005482

distance 0.259 · cross-district

#18 · Sataracell 4940000196

distance 0.259 · 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":4930004496}}}'

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.