Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002345

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003190

distance 0.215

#2 · Sanglicell 4930002838

distance 0.222

#3 · Sanglicell 4930003538

distance 0.305

#4 · Sataracell 4940000270

distance 0.362 · cross-district

#5 · Sanglicell 4930004648

distance 0.365

#6 · Sanglicell 4930003362

distance 0.438

#7 · Sataracell 4940000148

distance 0.456 · cross-district

#8 · Sataracell 4940001069

distance 0.464 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690006659

distance 0.478 · cross-district

#10 · Sataracell 4940000603

distance 0.483 · cross-district

#11 · Nashikcell 4870007534

distance 0.483 · cross-district

#12 · Sanglicell 4930001385

distance 0.493

#13 · Sanglicell 4930005529

distance 0.495

#14 · Chandrapurcell 4730005687

distance 0.498 · cross-district

#15 · Sanglicell 4930005821

distance 0.509

#16 · Sataracell 4940000157

distance 0.513 · cross-district

#17 · Nashikcell 4870009093

distance 0.527 · cross-district

#18 · Sanglicell 4930005309

distance 0.528

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":4930002345}}}'

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.