Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001697

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000808

distance 0.09

#2 · Jalnacell 4790001856

distance 0.106

#3 · Jalnacell 4790001175

distance 0.128

#4 · Jalnacell 4790000868

distance 0.129

#5 · Jalnacell 4790000673

distance 0.133

#6 · Jalnacell 4790001836

distance 0.139

#7 · Jalnacell 4790001943

distance 0.14

#8 · Jalnacell 4790001171

distance 0.143

#9 · Jalnacell 4790001757

distance 0.147

#10 · Jalnacell 4790001166

distance 0.149

#11 · Beedcell 4700007531

distance 0.151 · cross-district

#12 · Jalnacell 4790001462

distance 0.154

#13 · Jalnacell 4790001003

distance 0.155

#14 · Jalnacell 4790001457

distance 0.156

#15 · Parbhanicell 4890003746

distance 0.158 · cross-district

#16 · Beedcell 4700007903

distance 0.159 · cross-district

#17 · Jalnacell 4790001165

distance 0.159

#18 · Jalnacell 4790001934

distance 0.16

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":4790001697}}}'

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.