Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790002829

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

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003078

distance 0.098

#2 · Jalnacell 4790003000

distance 0.104

#3 · Jalnacell 4790002912

distance 0.111

#4 · Jalnacell 4790003425

distance 0.131

#5 · Jalnacell 4790001064

distance 0.133

#6 · Jalnacell 4790004026

distance 0.137

#7 · Jalnacell 4790002178

distance 0.151

#8 · Jalnacell 4790002757

distance 0.162

#9 · Jalnacell 4790002837

distance 0.167

#10 · Jalnacell 4790002756

distance 0.168

#11 · Jalnacell 4790003514

distance 0.169

#12 · Jalnacell 4790002579

distance 0.17

#13 · Parbhanicell 4890004290

distance 0.17 · cross-district

#14 · Jalnacell 4790002655

distance 0.17

#15 · Jalnacell 4790003942

distance 0.171

#16 · Jalnacell 4790002501

distance 0.171

#17 · Jalnacell 4790002326

distance 0.171

#18 · Jalnacell 4790003081

distance 0.172

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":4790002829}}}'

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.