Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001072

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001146

distance 0.129

#2 · Jalnacell 4790000914

distance 0.132

#3 · Jalnacell 4790002411

distance 0.136

#4 · Jalnacell 4790001920

distance 0.144

#5 · Jalnacell 4790001514

distance 0.152

#6 · Jalnacell 4790000450

distance 0.156

#7 · Jalnacell 4790002826

distance 0.163

#8 · Jalnacell 4790000448

distance 0.164

#9 · Jalnacell 4790000859

distance 0.17

#10 · Jalnacell 4790001428

distance 0.171

#11 · Jalnacell 4790000451

distance 0.179

#12 · Jalnacell 4790003775

distance 0.179

#13 · Jalnacell 4790002164

distance 0.179

#14 · Jalnacell 4790001995

distance 0.18

#15 · Jalnacell 4790004036

distance 0.18

#16 · Chhatrapati Sambhajinagarcell 4690000576

distance 0.181 · cross-district

#17 · Jalnacell 4790002337

distance 0.182

#18 · Parbhanicell 4890003773

distance 0.182 · 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":4790001072}}}'

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.