Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660003721

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003984

distance 0.111 · cross-district

#2 · Beedcell 4700004511

distance 0.114 · cross-district

#3 · Ahmednagarcell 4660004875

distance 0.121

#4 · Ahmednagarcell 4660003663

distance 0.128

#5 · Ahmednagarcell 4660000620

distance 0.128

#6 · Ahmednagarcell 4660001177

distance 0.132

#7 · Ahmednagarcell 4660001281

distance 0.133

#8 · Beedcell 4700003647

distance 0.134 · cross-district

#9 · Beedcell 4700004679

distance 0.135 · cross-district

#10 · Ahmednagarcell 4660004132

distance 0.137

#11 · Beedcell 4700005015

distance 0.138 · cross-district

#12 · Nashikcell 4870011941

distance 0.139 · cross-district

#13 · Ahmednagarcell 4660001363

distance 0.14

#14 · Beedcell 4700005332

distance 0.14 · cross-district

#15 · Ahmednagarcell 4660002367

distance 0.143

#16 · Ahmednagarcell 4660004362

distance 0.144

#17 · Buldhanacell 4720002046

distance 0.145 · cross-district

#18 · Beedcell 4700003815

distance 0.146 · 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":4660003721}}}'

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.