Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001700

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001854

distance 0.107

#2 · Beedcell 4700007613

distance 0.154 · cross-district

#3 · Beedcell 4700007249

distance 0.155 · cross-district

#4 · Jalnacell 4790001843

distance 0.163

#5 · Jalnacell 4790001247

distance 0.166

#6 · Jalnacell 4790000473

distance 0.168

#7 · Jalnacell 4790001946

distance 0.171

#8 · Jalnacell 4790000543

distance 0.174

#9 · Beedcell 4700000939

distance 0.175 · cross-district

#10 · Jalnacell 4790000949

distance 0.178

#11 · Jalnacell 4790001935

distance 0.178

#12 · Beedcell 4700001306

distance 0.184 · cross-district

#13 · Beedcell 4700008597

distance 0.187 · cross-district

#14 · Jalnacell 4790000542

distance 0.188

#15 · Jalnacell 4790001459

distance 0.189

#16 · Beedcell 4700007893

distance 0.195 · cross-district

#17 · Parbhanicell 4890002195

distance 0.196 · cross-district

#18 · Beedcell 4700000678

distance 0.196 · 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":4790001700}}}'

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.