Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005536

The MH-36 locality cells most similar to this Nanded 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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000005032

distance 0.211 · cross-district

#2 · Nandedcell 4850005266

distance 0.224

#3 · Beedcell 4700005739

distance 0.235 · cross-district

#4 · Parbhanicell 4890001544

distance 0.263 · cross-district

#5 · Beedcell 4700007583

distance 0.264 · cross-district

#6 · Nandedcell 4850002495

distance 0.266

#7 · Sanglicell 4930001187

distance 0.269 · cross-district

#8 · Laturcell 4810003188

distance 0.28 · cross-district

#9 · Ahmednagarcell 4660005720

distance 0.281 · cross-district

#10 · Laturcell 4810004647

distance 0.281 · cross-district

#11 · Beedcell 4700001051

distance 0.283 · cross-district

#12 · Sanglicell 4930001218

distance 0.284 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690005570

distance 0.287 · cross-district

#14 · Beedcell 4700007890

distance 0.291 · cross-district

#15 · Sanglicell 4930000356

distance 0.294 · cross-district

#16 · Kolhapurcell 4800005616

distance 0.296 · cross-district

#17 · Beedcell 4700008905

distance 0.297 · cross-district

#18 · Ahmednagarcell 4660009596

distance 0.301 · 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":485,"cluster_id":4850005536}}}'

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.