Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006762

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006698

distance 0.151

#2 · Sataracell 4940002894

distance 0.167 · cross-district

#3 · Sataracell 4940003921

distance 0.185 · cross-district

#4 · Sanglicell 4930006697

distance 0.197

#5 · Sanglicell 4930006860

distance 0.202

#6 · Sanglicell 4930006616

distance 0.204

#7 · Sataracell 4940001526

distance 0.204 · cross-district

#8 · Sanglicell 4930006624

distance 0.206

#9 · Sanglicell 4930006855

distance 0.208

#10 · Sanglicell 4930006634

distance 0.215

#11 · Sanglicell 4930006641

distance 0.217

#12 · Sataracell 4940002209

distance 0.219 · cross-district

#13 · Sataracell 4940001613

distance 0.221 · cross-district

#14 · Sataracell 4940005261

distance 0.221 · cross-district

#15 · Sanglicell 4930006629

distance 0.221

#16 · Sanglicell 4930006813

distance 0.222

#17 · Sataracell 4940004886

distance 0.224 · cross-district

#18 · Sataracell 4940001528

distance 0.226 · 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":4930006762}}}'

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.