Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660010257

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660010415

distance 0.135

#2 · Nashikcell 4870011718

distance 0.147 · cross-district

#3 · Beedcell 4700003473

distance 0.152 · cross-district

#4 · Ahmednagarcell 4660001776

distance 0.155

#5 · Ahmednagarcell 4660010422

distance 0.159

#6 · Beedcell 4700003984

distance 0.16 · cross-district

#7 · Ahmednagarcell 4660001281

distance 0.161

#8 · Nashikcell 4870012061

distance 0.163 · cross-district

#9 · Ahmednagarcell 4660003721

distance 0.166

#10 · Ahmednagarcell 4660009773

distance 0.168

#11 · Ahmednagarcell 4660010260

distance 0.17

#12 · Jalgaoncell 4780003928

distance 0.171 · cross-district

#13 · Ahmednagarcell 4660013861

distance 0.173

#14 · Ahmednagarcell 4660010770

distance 0.173

#15 · Chhatrapati Sambhajinagarcell 4690000348

distance 0.174 · cross-district

#16 · Hingolicell 4770003916

distance 0.174 · cross-district

#17 · Jalgaoncell 4780003922

distance 0.175 · cross-district

#18 · Jalgaoncell 4780003382

distance 0.176 · 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":4660010257}}}'

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.