Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006797

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006796

distance 0.107

#2 · Sataracell 4940002869

distance 0.188 · cross-district

#3 · Sataracell 4940002309

distance 0.244 · cross-district

#4 · Sataracell 4940003430

distance 0.266 · cross-district

#5 · Sataracell 4940003106

distance 0.284 · cross-district

#6 · Sataracell 4940003414

distance 0.289 · cross-district

#7 · Sanglicell 4930006964

distance 0.304

#8 · Sataracell 4940002737

distance 0.309 · cross-district

#9 · Sataracell 4940002279

distance 0.31 · cross-district

#10 · Sataracell 4940002753

distance 0.314 · cross-district

#11 · Sataracell 4940003445

distance 0.315 · cross-district

#12 · Sataracell 4940002643

distance 0.315 · cross-district

#13 · Sataracell 4940002754

distance 0.321 · cross-district

#14 · Solapurcell 4960010863

distance 0.323 · cross-district

#15 · Sataracell 4940001677

distance 0.323 · cross-district

#16 · Sanglicell 4930006863

distance 0.324

#17 · Sataracell 4940003655

distance 0.325 · cross-district

#18 · Sataracell 4940002065

distance 0.328 · 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":4930006797}}}'

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.