Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660007439

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006587

distance 0.244

#2 · Ahmednagarcell 4660003992

distance 0.248

#3 · Ahmednagarcell 4660002870

distance 0.309

#4 · Ahmednagarcell 4660007143

distance 0.317

#5 · Ahmednagarcell 4660003383

distance 0.32

#6 · Ahmednagarcell 4660004473

distance 0.33

#7 · Punecell 4900011876

distance 0.334 · cross-district

#8 · Punecell 4900012281

distance 0.341 · cross-district

#9 · Punecell 4900012149

distance 0.341 · cross-district

#10 · Nashikcell 4870011558

distance 0.342 · cross-district

#11 · Nashikcell 4870006575

distance 0.353 · cross-district

#12 · Ahmednagarcell 4660005305

distance 0.354

#13 · Ahmednagarcell 4660008657

distance 0.354

#14 · Ahmednagarcell 4660005363

distance 0.357

#15 · Ahmednagarcell 4660004550

distance 0.357

#16 · Punecell 4900012283

distance 0.357 · cross-district

#17 · Punecell 4900000893

distance 0.358 · cross-district

#18 · Punecell 4900011947

distance 0.358 · 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":4660007439}}}'

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.