Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660006708

The MH-36 locality cells most similar to this Ahmednagar 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660007731

distance 0.297

#2 · Sataracell 4940008178

distance 0.314 · cross-district

#3 · Ahmednagarcell 4660005046

distance 0.316

#4 · Sataracell 4940007236

distance 0.33 · cross-district

#5 · Ahmednagarcell 4660008200

distance 0.332

#6 · Ahmednagarcell 4660007297

distance 0.346

#7 · Sataracell 4940005883

distance 0.362 · cross-district

#8 · Punecell 4900001545

distance 0.389 · cross-district

#9 · Punecell 4900001955

distance 0.398 · cross-district

#10 · Ahmednagarcell 4660006515

distance 0.4

#11 · Sataracell 4940000870

distance 0.4 · cross-district

#12 · Sataracell 4940008275

distance 0.402 · cross-district

#13 · Sataracell 4940007881

distance 0.409 · cross-district

#14 · Ahmednagarcell 4660006122

distance 0.409

#15 · Ahmednagarcell 4660006171

distance 0.413

#16 · Sataracell 4940006815

distance 0.414 · cross-district

#17 · Beedcell 4700005092

distance 0.418 · cross-district

#18 · Sataracell 4940001679

distance 0.421 · 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":466,"cluster_id":4660006708}}}'

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.