Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660009839

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.304

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006992

distance 0.304

#2 · Sataracell 4940008401

distance 0.311 · cross-district

#3 · Nashikcell 4870002497

distance 0.316 · cross-district

#4 · Ahmednagarcell 4660006510

distance 0.339

#5 · Sataracell 4940007552

distance 0.363 · cross-district

#6 · Sataracell 4940008876

distance 0.367 · cross-district

#7 · Punecell 4900012482

distance 0.37 · cross-district

#8 · Punecell 4900000888

distance 0.371 · cross-district

#9 · Nashikcell 4870004111

distance 0.373 · cross-district

#10 · Punecell 4900002442

distance 0.373 · cross-district

#11 · Ahmednagarcell 4660003727

distance 0.374

#12 · Nashikcell 4870002249

distance 0.376 · cross-district

#13 · Sataracell 4940008308

distance 0.379 · cross-district

#14 · Punecell 4900000768

distance 0.385 · cross-district

#15 · Nashikcell 4870003923

distance 0.385 · cross-district

#16 · Ahmednagarcell 4660006904

distance 0.386

#17 · Sataracell 4940004600

distance 0.387 · cross-district

#18 · Ahmednagarcell 4660004064

distance 0.389

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":4660009839}}}'

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.