Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001409

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007623

distance 0.137 · cross-district

#2 · Beedcell 4700007341

distance 0.143 · cross-district

#3 · Jalnacell 4790000296

distance 0.149

#4 · Beedcell 4700000791

distance 0.151 · cross-district

#5 · Jalnacell 4790003556

distance 0.151

#6 · Beedcell 4700000318

distance 0.154 · cross-district

#7 · Beedcell 4700007621

distance 0.157 · cross-district

#8 · Beedcell 4700008598

distance 0.158 · cross-district

#9 · Beedcell 4700000573

distance 0.163 · cross-district

#10 · Jalnacell 4790001559

distance 0.165

#11 · Jalnacell 4790003728

distance 0.165

#12 · Beedcell 4700000301

distance 0.166 · cross-district

#13 · Jalnacell 4790002860

distance 0.166

#14 · Beedcell 4700007712

distance 0.167 · cross-district

#15 · Jalnacell 4790003559

distance 0.168

#16 · Beedcell 4700000245

distance 0.169 · cross-district

#17 · Beedcell 4700007342

distance 0.17 · cross-district

#18 · Beedcell 4700000302

distance 0.173 · 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":4790001409}}}'

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.