Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790002421

The MH-36 locality cells most similar to this Jalna 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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790006313

distance 0.218

#2 · Chhatrapati Sambhajinagarcell 4690000099

distance 0.228 · cross-district

#3 · Jalnacell 4790000584

distance 0.229

#4 · Jalnacell 4790005602

distance 0.231

#5 · Chhatrapati Sambhajinagarcell 4690007204

distance 0.231 · cross-district

#6 · Jalgaoncell 4780001726

distance 0.232 · cross-district

#7 · Buldhanacell 4720005450

distance 0.232 · cross-district

#8 · Parbhanicell 4890004001

distance 0.234 · cross-district

#9 · Parbhanicell 4890003615

distance 0.241 · cross-district

#10 · Jalnacell 4790005481

distance 0.242

#11 · Jalnacell 4790006236

distance 0.247

#12 · Jalnacell 4790005731

distance 0.248

#13 · Jalgaoncell 4780005810

distance 0.249 · cross-district

#14 · Jalgaoncell 4780002059

distance 0.25 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005992

distance 0.251 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690006984

distance 0.251 · cross-district

#17 · Jalnacell 4790002505

distance 0.253

#18 · Parbhanicell 4890005443

distance 0.26 · 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":479,"cluster_id":4790002421}}}'

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.