Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001787

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001051

distance 0.231 · cross-district

#2 · Beedcell 4700006134

distance 0.245 · cross-district

#3 · Hingolicell 4770003839

distance 0.257 · cross-district

#4 · Jalnacell 4790001335

distance 0.262

#5 · Beedcell 4700005739

distance 0.268 · cross-district

#6 · Nandedcell 4850002495

distance 0.277 · cross-district

#7 · Jalnacell 4790003457

distance 0.284

#8 · Beedcell 4700008714

distance 0.285 · cross-district

#9 · Beedcell 4700008905

distance 0.285 · cross-district

#10 · Beedcell 4700005103

distance 0.287 · cross-district

#11 · Nandedcell 4850000751

distance 0.291 · cross-district

#12 · Jalgaoncell 4780001589

distance 0.291 · cross-district

#13 · Beedcell 4700000654

distance 0.293 · cross-district

#14 · Washimcell 4990001735

distance 0.293 · cross-district

#15 · Jalnacell 4790004239

distance 0.295

#16 · Beedcell 4700008561

distance 0.297 · cross-district

#17 · Beedcell 4700007965

distance 0.298 · cross-district

#18 · Amravaticell 4680001425

distance 0.302 · 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":4790001787}}}'

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.