Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790005321

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790005832

distance 0.128

#2 · Chhatrapati Sambhajinagarcell 4690007072

distance 0.182 · cross-district

#3 · Jalnacell 4790006135

distance 0.212

#4 · Chhatrapati Sambhajinagarcell 4690007265

distance 0.214 · cross-district

#5 · Jalnacell 4790006064

distance 0.218

#6 · Jalnacell 4790005968

distance 0.222

#7 · Jalnacell 4790006138

distance 0.228

#8 · Jalnacell 4790006160

distance 0.234

#9 · Jalnacell 4790005367

distance 0.235

#10 · Jalnacell 4790005388

distance 0.236

#11 · Jalnacell 4790006331

distance 0.239

#12 · Jalnacell 4790006320

distance 0.249

#13 · Jalnacell 4790004911

distance 0.252

#14 · Chhatrapati Sambhajinagarcell 4690007071

distance 0.253 · cross-district

#15 · Jalnacell 4790005551

distance 0.256

#16 · Jalnacell 4790005849

distance 0.258

#17 · Jalnacell 4790005340

distance 0.263

#18 · Jalnacell 4790004840

distance 0.265

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":4790005321}}}'

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.