Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660003133

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002156

distance 0.139 · cross-district

#2 · Ahmednagarcell 4660002929

distance 0.147

#3 · Beedcell 4700002157

distance 0.154 · cross-district

#4 · Ahmednagarcell 4660002858

distance 0.155

#5 · Ahmednagarcell 4660001911

distance 0.157

#6 · Ahmednagarcell 4660002999

distance 0.165

#7 · Ahmednagarcell 4660002333

distance 0.175

#8 · Ahmednagarcell 4660002690

distance 0.176

#9 · Ahmednagarcell 4660002214

distance 0.179

#10 · Ahmednagarcell 4660002514

distance 0.181

#11 · Dharashivcell 4880005433

distance 0.185 · cross-district

#12 · Ahmednagarcell 4660002416

distance 0.185

#13 · Beedcell 4700001997

distance 0.186 · cross-district

#14 · Beedcell 4700002321

distance 0.189 · cross-district

#15 · Ahmednagarcell 4660003069

distance 0.191

#16 · Beedcell 4700001840

distance 0.192 · cross-district

#17 · Ahmednagarcell 4660002228

distance 0.197

#18 · Beedcell 4700001103

distance 0.2 · 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":4660003133}}}'

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.