Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660010471

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000407

distance 0.162 · cross-district

#2 · Ahmednagarcell 4660010470

distance 0.212

#3 · Ahmednagarcell 4660010303

distance 0.233

#4 · Laturcell 4810005559

distance 0.241 · cross-district

#5 · Nandedcell 4850001682

distance 0.248 · cross-district

#6 · Solapurcell 4960000361

distance 0.249 · cross-district

#7 · Ahmednagarcell 4660006788

distance 0.253

#8 · Ahmednagarcell 4660009111

distance 0.259

#9 · Dharashivcell 4880003041

distance 0.259 · cross-district

#10 · Ahmednagarcell 4660003003

distance 0.263

#11 · Ahmednagarcell 4660011439

distance 0.265

#12 · Dharashivcell 4880003556

distance 0.265 · cross-district

#13 · Dharashivcell 4880004946

distance 0.269 · cross-district

#14 · Parbhanicell 4890001126

distance 0.27 · cross-district

#15 · Dharashivcell 4880005429

distance 0.273 · cross-district

#16 · Sanglicell 4930002953

distance 0.273 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000497

distance 0.276 · cross-district

#18 · Beedcell 4700001499

distance 0.276 · 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":4660010471}}}'

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.