Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790005521

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 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 · Jalnacell 4790005799

distance 0.139

#2 · Jalnacell 4790005939

distance 0.151

#3 · Jalnacell 4790005381

distance 0.154

#4 · Jalnacell 4790005567

distance 0.162

#5 · Jalnacell 4790005309

distance 0.167

#6 · Jalnacell 4790005366

distance 0.177

#7 · Jalnacell 4790005570

distance 0.18

#8 · Jalnacell 4790005598

distance 0.181

#9 · Jalnacell 4790006370

distance 0.185

#10 · Jalnacell 4790006357

distance 0.186

#11 · Jalnacell 4790005414

distance 0.187

#12 · Jalnacell 4790006169

distance 0.188

#13 · Buldhanacell 4720002695

distance 0.189 · cross-district

#14 · Jalnacell 4790006276

distance 0.191

#15 · Jalnacell 4790006174

distance 0.192

#16 · Chhatrapati Sambhajinagarcell 4690008747

distance 0.195 · cross-district

#17 · Jalnacell 4790006238

distance 0.197

#18 · Chhatrapati Sambhajinagarcell 4690007066

distance 0.204 · 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":4790005521}}}'

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.