Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790003421

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

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.061

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003246

distance 0.061

#2 · Jalnacell 4790003335

distance 0.063

#3 · Jalnacell 4790003334

distance 0.102

#4 · Jalnacell 4790003523

distance 0.114

#5 · Jalnacell 4790003248

distance 0.115

#6 · Jalnacell 4790002407

distance 0.134

#7 · Jalnacell 4790003162

distance 0.134

#8 · Jalnacell 4790003595

distance 0.137

#9 · Jalnacell 4790003085

distance 0.139

#10 · Jalnacell 4790002239

distance 0.141

#11 · Chhatrapati Sambhajinagarcell 4690001920

distance 0.152 · cross-district

#12 · Jalnacell 4790003942

distance 0.158

#13 · Jalnacell 4790003519

distance 0.16

#14 · Jalnacell 4790003855

distance 0.161

#15 · Jalnacell 4790003422

distance 0.163

#16 · Chhatrapati Sambhajinagarcell 4690002420

distance 0.164 · cross-district

#17 · Jalnacell 4790003678

distance 0.165

#18 · Jalnacell 4790002326

distance 0.167

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":4790003421}}}'

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.