Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001481

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007705

distance 0.124 · cross-district

#2 · Beedcell 4700007612

distance 0.129 · cross-district

#3 · Beedcell 4700008516

distance 0.133 · cross-district

#4 · Beedcell 4700001177

distance 0.138 · cross-district

#5 · Jalnacell 4790001047

distance 0.145

#6 · Jalnacell 4790000180

distance 0.148

#7 · Jalnacell 4790001558

distance 0.149

#8 · Jalnacell 4790003042

distance 0.15

#9 · Jalnacell 4790000010

distance 0.15

#10 · Beedcell 4700007708

distance 0.15 · cross-district

#11 · Jalnacell 4790002880

distance 0.151

#12 · Beedcell 4700000254

distance 0.153 · cross-district

#13 · Beedcell 4700008515

distance 0.154 · cross-district

#14 · Jalnacell 4790003487

distance 0.156

#15 · Jalnacell 4790000761

distance 0.16

#16 · Beedcell 4700008097

distance 0.16 · cross-district

#17 · Jalnacell 4790000895

distance 0.162

#18 · Jalnacell 4790002716

distance 0.163

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":4790001481}}}'

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.