Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001749

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

0.93

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 4790001995

distance 0.129

#2 · Chhatrapati Sambhajinagarcell 4690000291

distance 0.13 · cross-district

#3 · Jalnacell 4790002335

distance 0.131

#4 · Jalnacell 4790001987

distance 0.131

#5 · Jalnacell 4790001920

distance 0.131

#6 · Jalnacell 4790003693

distance 0.132

#7 · Jalnacell 4790001435

distance 0.136

#8 · Jalnacell 4790001511

distance 0.136

#9 · Jalnacell 4790001992

distance 0.137

#10 · Jalnacell 4790002502

distance 0.141

#11 · Jalnacell 4790000914

distance 0.142

#12 · Chhatrapati Sambhajinagarcell 4690000226

distance 0.143 · cross-district

#13 · Jalnacell 4790001669

distance 0.145

#14 · Jalnacell 4790002337

distance 0.147

#15 · Jalnacell 4790002744

distance 0.148

#16 · Jalnacell 4790000322

distance 0.148

#17 · Jalnacell 4790001589

distance 0.148

#18 · Parbhanicell 4890005146

distance 0.151 · 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":4790001749}}}'

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.