Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790005821

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790005641

distance 0.054

#2 · Jalnacell 4790005401

distance 0.07

#3 · Jalnacell 4790005640

distance 0.075

#4 · Jalnacell 4790006205

distance 0.083

#5 · Jalnacell 4790005918

distance 0.085

#6 · Jalnacell 4790005360

distance 0.085

#7 · Jalnacell 4790005542

distance 0.093

#8 · Jalnacell 4790005409

distance 0.094

#9 · Jalnacell 4790005307

distance 0.099

#10 · Jalnacell 4790005642

distance 0.1

#11 · Jalnacell 4790005543

distance 0.101

#12 · Chhatrapati Sambhajinagarcell 4690006168

distance 0.104 · cross-district

#13 · Jalnacell 4790005685

distance 0.106

#14 · Jalnacell 4790005645

distance 0.106

#15 · Jalnacell 4790005589

distance 0.107

#16 · Chhatrapati Sambhajinagarcell 4690007140

distance 0.107 · cross-district

#17 · Jalnacell 4790005320

distance 0.107

#18 · Jalnacell 4790005688

distance 0.113

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":4790005821}}}'

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.