Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003822

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003476

distance 0.221

#2 · Nandedcell 4850002089

distance 0.266 · cross-district

#3 · Dharashivcell 4880005264

distance 0.268 · cross-district

#4 · Parbhanicell 4890000051

distance 0.271 · cross-district

#5 · Beedcell 4700003609

distance 0.286 · cross-district

#6 · Beedcell 4700003197

distance 0.297 · cross-district

#7 · Laturcell 4810003911

distance 0.3 · cross-district

#8 · Ahmednagarcell 4660006450

distance 0.304 · cross-district

#9 · Sanglicell 4930002111

distance 0.309

#10 · Ahmednagarcell 4660006836

distance 0.313 · cross-district

#11 · Ahmednagarcell 4660006338

distance 0.315 · cross-district

#12 · Ahmednagarcell 4660006701

distance 0.318 · cross-district

#13 · Nandedcell 4850002702

distance 0.318 · cross-district

#14 · Ahmednagarcell 4660006341

distance 0.321 · cross-district

#15 · Parbhanicell 4890000072

distance 0.327 · cross-district

#16 · Beedcell 4700003780

distance 0.33 · cross-district

#17 · Beedcell 4700008143

distance 0.33 · cross-district

#18 · Dharashivcell 4880005077

distance 0.332 · 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":4930003822}}}'

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.