Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004513

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004407

distance 0.106

#2 · Buldhanacell 4720001301

distance 0.134 · cross-district

#3 · Jalnacell 4790004148

distance 0.162

#4 · Jalnacell 4790004526

distance 0.169

#5 · Jalnacell 4790004219

distance 0.178

#6 · Jalnacell 4790003466

distance 0.179

#7 · Buldhanacell 4720001175

distance 0.179 · cross-district

#8 · Buldhanacell 4720002011

distance 0.18 · cross-district

#9 · Jalnacell 4790002806

distance 0.181

#10 · Chhatrapati Sambhajinagarcell 4690003533

distance 0.183 · cross-district

#11 · Jalnacell 4790004349

distance 0.188

#12 · Jalnacell 4790004338

distance 0.189

#13 · Jalnacell 4790004405

distance 0.19

#14 · Jalnacell 4790004728

distance 0.191

#15 · Jalnacell 4790003737

distance 0.193

#16 · Jalnacell 4790003449

distance 0.194

#17 · Jalnacell 4790004397

distance 0.195

#18 · Jalnacell 4790004508

distance 0.196

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":4790004513}}}'

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.