Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790000725

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000928

distance 0.094

#2 · Jalnacell 4790000850

distance 0.102

#3 · Jalnacell 4790001280

distance 0.107

#4 · Jalnacell 4790001005

distance 0.108

#5 · Jalnacell 4790000931

distance 0.114

#6 · Jalnacell 4790001585

distance 0.118

#7 · Jalnacell 4790000650

distance 0.127

#8 · Jalnacell 4790001140

distance 0.128

#9 · Beedcell 4700009032

distance 0.13 · cross-district

#10 · Jalnacell 4790001353

distance 0.133

#11 · Jalnacell 4790001591

distance 0.133

#12 · Parbhanicell 4890003968

distance 0.139 · cross-district

#13 · Jalnacell 4790001366

distance 0.146

#14 · Jalnacell 4790001995

distance 0.146

#15 · Parbhanicell 4890004253

distance 0.147 · cross-district

#16 · Jalnacell 4790000322

distance 0.148

#17 · Jalnacell 4790002846

distance 0.155

#18 · Chhatrapati Sambhajinagarcell 4690000890

distance 0.155 · 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":4790000725}}}'

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.