Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004875

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004638

distance 0.144

#2 · Jalnacell 4790004833

distance 0.167

#3 · Jalnacell 4790004491

distance 0.169

#4 · Jalnacell 4790004639

distance 0.172

#5 · Jalnacell 4790004874

distance 0.173

#6 · Jalnacell 4790005079

distance 0.174

#7 · Jalnacell 4790004863

distance 0.174

#8 · Jalnacell 4790004687

distance 0.175

#9 · Jalnacell 4790004651

distance 0.178

#10 · Chhatrapati Sambhajinagarcell 4690003532

distance 0.179 · cross-district

#11 · Jalnacell 4790004722

distance 0.184

#12 · Jalnacell 4790004754

distance 0.185

#13 · Chhatrapati Sambhajinagarcell 4690003533

distance 0.186 · cross-district

#14 · Jalnacell 4790004724

distance 0.187

#15 · Jalnacell 4790004310

distance 0.187

#16 · Jalnacell 4790004682

distance 0.191

#17 · Jalnacell 4790004526

distance 0.191

#18 · Jalnacell 4790004708

distance 0.192

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":4790004875}}}'

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.