Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007057

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

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850006257

distance 0.217

#2 · Yavatmalcell 5000001358

distance 0.244 · cross-district

#3 · Laturcell 4810003694

distance 0.245 · cross-district

#4 · Yavatmalcell 5000000128

distance 0.246 · cross-district

#5 · Hingolicell 4770000303

distance 0.253 · cross-district

#6 · Nandedcell 4850003054

distance 0.27

#7 · Dhulecell 4740002065

distance 0.27 · cross-district

#8 · Washimcell 4990002541

distance 0.277 · cross-district

#9 · Yavatmalcell 5000001464

distance 0.281 · cross-district

#10 · Hingolicell 4770000840

distance 0.282 · cross-district

#11 · Beedcell 4700005687

distance 0.283 · cross-district

#12 · Nandedcell 4850003887

distance 0.283

#13 · Hingolicell 4770000143

distance 0.283 · cross-district

#14 · Beedcell 4700007978

distance 0.285 · cross-district

#15 · Buldhanacell 4720001975

distance 0.285 · cross-district

#16 · Dharashivcell 4880004522

distance 0.289 · cross-district

#17 · Nandedcell 4850007267

distance 0.29

#18 · Nandedcell 4850006093

distance 0.292

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":4850007057}}}'

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.